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",isbn:"978-1-80356-948-2",printIsbn:"978-1-80356-947-5",pdfIsbn:"978-1-80356-949-9",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"c0d1c1c93a36fd9d726445966316a373",bookSignature:"Dr. Sylvanus Gbendazhi Barnabas",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11434.jpg",keywords:"Indigenous People, Natives, First People, Minorities, United Nations, UN Declaration, Indigenous People Rights, Self-Determination, States, Independence, Struggle for Rights, Contemporary Times",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"April 7th 2022",dateEndSecondStepPublish:"May 5th 2022",dateEndThirdStepPublish:"July 4th 2022",dateEndFourthStepPublish:"September 22nd 2022",dateEndFifthStepPublish:"November 21st 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"2 months",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:4,editedByType:null,kuFlag:!1,biosketch:"Legal practitioner, consultant and a law academic with a diversity of interest in multi and intra-disciplinary scholarship on legal issues at national regional and international levels.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"293764",title:"Dr.",name:"Sylvanus",middleName:"Gbendazhi",surname:"Barnabas",slug:"sylvanus-barnabas",fullName:"Sylvanus Barnabas",profilePictureURL:"https://mts.intechopen.com/storage/users/293764/images/system/293764.jpg",biography:"Sylvanus Barnabas is a Senior Lecturer in Law at the Faculty of Law, Nile University of Nigeria where he teaches various subjects in law; he obtained the degree of Doctor of Philosophy in international human rights law from Northumbria University at Newcastle upon Tyne, United Kingdom; he has a Master of Laws degree obtained with distinction in Environmental Law and Policy from University of Kent at Canterbury, Kent, United Kingdom; he also holds a Bachelor of Laws degree from Ahmadu Bello University, Zaria, Nigeria; and he is also a qualified a barrister and solicitor of the Supreme Court of Nigeria.",institutionString:"Nigerian Turkish Nile University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Nigerian Turkish Nile University",institutionURL:null,country:{name:"Nigeria"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"21",title:"Psychology",slug:"psychology"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"440204",firstName:"Ana",lastName:"Cink",middleName:null,title:"Ms.",imageUrl:"https://mts.intechopen.com/storage/users/440204/images/20006_n.jpg",email:"ana.c@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. 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Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"60087",title:"Electrochemical/Photochemical CO2 Reduction Catalyzed by Transition Metal Complexes",doi:"10.5772/intechopen.75199",slug:"electrochemical-photochemical-co2-reduction-catalyzed-by-transition-metal-complexes",body:'Utilization of CO2 becomes more and more important with increasing CO2 emission which causes the global warming and the ocean acidification problems [1, 2]. The huge CO2 emission also relates on depletion of fossil fuels. The conversion of CO2 into useful fuels and chemicals is very urgent to solve the abovementioned problems. The use of biomass instead of fossil fuels is actively researched and partly undertaken [3]. In many chemical laboratories, fixation of CO2 into organic compounds by organometallic catalysts is vigorously studied [4].
Reduction of CO2 with electrons is an attractive chemical conversion to obtain the useful products for fuels and chemical materials. It is so simple that it can be applied to photocatalyses which supply electrons from electron donors such as water. The equilibrium potentials (E0’ V vs. SHE at pH 7) for CO2 reduction are listed in Figure 1 [5, 6]; they are thermodynamic values and tend to positively shift with increasing the numbers of electrons participated. One-electron reduction of CO2 requires very high energy. Furthermore, the product, CO2 anion radical (CO2−∙), is difficult to give useful organic chemicals because it is a very strong reducing reagent to reduce other molecules and recover CO2. Thus, the CO2 reductions with multielectrons are desired; however, their reactions are generally difficult even in the electrochemical reduction. A reason is that the intermediates would release from the surface of the electrode as the products before accepting further electrons. To achieve CO2 reduction with more than two electrons, the catalysts which allow to lower the activation energies are required. In other words, the catalysts can undergo the CO2 reduction at the potentials closed to the equilibrium ones. The two-electron reduction of CO2 produces carbon monoxide (CO) and formic acid (HCOOH). The equilibrium potentials are more negative than the proton reduction to afford H2. Therefore, the catalysts which can selectively reduce CO2 rather than H+ are also desired. Both CO and HCOOH are useful chemicals: CO can be converted into liquid hydrocarbons by using the Fischer-Tropsch reaction [7], and HCOOH which can be readily converted to H2 is a safe storage material for H2 [8].
Equilibrium potentials for CO2 reduction (
A lot of metal complexes have been researched for the CO2 reduction catalyses [9, 10, 11, 12, 13, 14, 15, 16]. Until now, the metal complexes of Mn [17, 18, 19], Fe [20, 21], Co [22, 23, 24], Ni [24, 25, 26, 27, 28], Cu [29], Mo [30], Ru [31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64], Rh [65, 66], Pd [67, 68], W [30], Re [69, 70, 71, 72, 73, 74, 75, 76], Os [77, 78], Ir [65, 66, 79, 80] have been reported as the catalysts for CO2 reduction. Figure 2A shows the elements of the metal complexes acting as the electrochemical CO2 reduction catalysts. The metal complexes indicated in red include the catalysts for photochemical reduction. Figure 2B shows the examples of the metal complexes as the CO2 reduction catalysts. These catalysts based on metal complexes are sometimes called as “molecular catalysts” because they can be designed on the molecular levels by selecting the metal elements and the ligands. The representative and efficient catalysts for CO2 reduction are nickel(II) cyclam (cyclam: 1,4,8,11-tetraazacyclotetradecane), ruthenium(II) polypyridyl carbonyl complexes and rhenium(I) bipyridyl tricarbonyl complexes. Recently, the complexes with nonprecious metals such as manganese(II) and iron(II) attract much attention. They are abundant and readily available, while they are less durable and efficient as the disadvantageous points.
Metal complexes reported as CO2 reduction catalysts: (A) the metal elements in the complexes (the elements in the metal complexes for photocatalyses are indicated in red) and (B) the molecular structures.
In this chapter, the electrochemical CO2 reduction catalyzed by the ruthenium complexes as the examples is described. The reduction products are CO and formic acid, while the nickel and rhenium complexes selectively yield CO. Discussion for the catalytic mechanisms is introduced particularly for the factors determining the product selectivity. In the next section, the photocatalytic CO2 reduction assisting by the photosensitizers is described. The reaction procedures, the principles for selecting the photosensitizers and the electron donors, and the photocatalytic mechanisms are summarized. Furthermore, application of the homogeneous catalytic systems to heterogeneous catalyses, which is practically advantageous in the viewpoints of separation of the catalysts from the reactants and the products, is described. In the final section, the artificial photosynthetic systems, which would be realized by utilizing the molecular catalysts, are prospected.
The representative molecular catalysts based on ruthenium complexes are
Ruthenium-bipyridyl complexes as electrochemical CO2 reduction catalysts: (A)
Electrochemical analyses (e.g., cyclic voltammetric measurements) are recommended to know the electrochemical properties of the molecular catalysts. The analyses do not only teach us the reduction potentials of the metal complexes but also show whether the complexes can react with CO2 or not. Figure 4 shows the cyclic voltammograms (CVs) of
Cyclic voltammograms of
A typical electrolysis cell is shown in Figure 5. The cell for reduction (the side of the working electrode) is separated from the cell for oxidation (the counter electrode) with a membrane such as Nafion. A glassy carbon or a Pt plate is used for the electrodes. The metal complex is dissolved in the reaction solution and acts as the homogenous catalyst. CO2 is bubbled with a needle through the septum before electrolysis. Electrochemical CO2 is carried out in batch mode. Reduction of CO2 occurs on the working electrode at the electrochemical cell. Sampling of the gaseous and liquid phases is performed by a syringe through the septum. The gaseous products (CO and H2) are analyzed by gas chromatography. The liquid product, HCOOH, is analyzed by electrophoresis, ion chromatography or gas chromatography. The electrolysis is carried out by the controlled potential method, where the potential is determined from the electrochemical analysis (e.g., CVs). The chronopotentiometry, in which the current is constant during the electrolysis, is important for the industrial use. However, the results in the constant potential lead to elucidate the catalyses because the electrolysis potential relates on the catalytic species. Thus, almost all the scientific researches adopt the controlled potential electrolyses.
Electrolysis cell for electrochemical CO2 reduction.
The ruthenium complexes are used as the homogeneous catalysts by dissolving in the reaction solution. The electrolysis of the CO2-saturated H2O/DMF (1:1) solution of
Plots of the amounts of products vs. the electricity in the electrolysis (−1.50 V vs. SCE) of CO2-saturated H2O/DMF (1:1 v/v) solution containing
Thus, the mechanism involving the equilibrium among the carbonyl complex [Ru(bpy)2(CO)2]2+, the carboxylic acid complex [Ru(bpy)2(CO)(C(O)OH)]+ and the CO2 adduct complex [Ru(bpy)2(CO)(CO2)] was proposed for the catalytic CO2 reduction (Figure 7, left cycle) [58, 62]. All the complexes were isolated, and the crystal structures were characterized [83]. In the mechanism, [Ru(bpy)2(CO)2]2+ is reduced to yield the coordinated unsaturated species [Ru(bpy)2(CO)] with evolving CO. The five coordinated complex reacts with CO2 to afford the
Two proposed mechanisms for CO2 reduction catalyzed by
On the other hand, the ruthenium hydride complex [Ru(bpy)2(CO)H]+ is known to react with CO2 to yield the formate complex [Ru(bpy)2(CO)(OC(O)H)]+ [85]. In the conversion, CO2 is inserted into the Ru-H bond. The formate complex can release formate ion (HCOO−) and is considered to be an intermediate for HCOO− production. Based on the results, the hydride mechanism is proposed (Figure 7, right cycle). In the mechanism, the coordinated unsaturated species [Ru(bpy)2(CO)] does not react with CO2 but a proton to yield the hydride complex. The hydride mechanism reasonably explains the CO2 reduction to produce HCOO−. However, it has a couple of problems [16]. One is that the mechanism is difficult to elucidate the CO production. Production of HCOO− may occur through the hydride mechanism, while CO may produce through the M-CO2 adduct mechanism. In this case, the product selectivity (CO/HCOO−) should be controlled by the reactivity difference between CO and H+ with the coordinated unsaturated complex. Under the protic conditions, the selectivity of HCOO− production should be enhanced; however, the selectivity of the catalyses gives the opposite tendency. Thus, the pH in the solution or the pKa value of the proton source dependence on the electrochemical CO2 reduction cannot be explained. Another is that the ruthenium catalyst does not evolve H2 so much in the CO2 reduction. It suggests that the catalyst intermediate strongly binds with CO2 rather than H+.
Nevertheless, the hydride mechanism is supported by many researchers. It is because there are many research works on the CO2 insertion into Metal-H bonds to afford the corresponding metal formate complexes. On the other hand, the research works on the carboxylic acid complex are fewer, and no mechanical pathways of HCOO− production from the carboxylic acid complex are not understood on the molecular levels.
Electroreductive polymerization of
The catalytic reaction mechanisms are also unknown but are considered similar as these of
A proposed mechanism of electrochemical CO2 reduction catalyzed by
Homogeneous catalysts are advantageous from the viewpoints of elucidating the catalytic reaction mechanisms compared to heterogeneous ones because the homogenous catalysts can be examined by using many spectroscopic techniques. Nevertheless, the mechanisms of the electrochemical CO2 reduction catalyzed by the ruthenium complexes still remain unknown. There may be potentially many intermediates and pathways in the catalyses, and they depend on the reaction conditions and the subtle difference among the catalyst structures [16, 37].
In the preceding section, the electrocatalytic activities of the ruthenium complexes are introduced. The electrocatalyst can be utilized in photocatalytic systems by combining with a photosensitizer (PS). Figure 10 shows a schematic drawing of the photocatalytic system, in which the excited PS (PS*) receives an electron from an electron donor to afford the one-electron reduced PS (PS−). The PS− is the more powerful reagent than PS*, and it can inject an electron to the electrocatalyst. The catalyst can work similarly as the electroreduction occurs. In this section, the photocatalytic CO2 reduction by the ruthenium complexes is expounded.
A schematic drawing of photocatalytic reduction by combining a photosensitizer (PS) with an electrocatalyst (Cat.).
The most common photosensitizer used in photocatalytic CO2 reduction is [Ru(bpy)3]2+ and the derivatives. Figure 11 shows the absorption and emission spectra of [Ru(bpy)3]2+ in acetonitrile. The complex exhibits an absorption band at 400–500 nm, which is assignable to metal-to-ligand charge transfer (MLCT). When excited at the band, the emission at the longer wavelengths is observed. The emission is not fluorescence but room-temperature phosphorescence, which is sensitive to O2. Therefore, the emission spectrum should be carefully measured under deaerated conditions [88]. The lifetime of the excited state of [Ru(bpy)3]2+ is 1.10 μs in acetonitrile [89, 90]. The quantum yield has been recently reevaluated as 0.095 in acetonitrile [91]. The oxidation potential (corresponding to the reducing ability) of the excited state (PS*) is −0.81 V vs. SCE (CH3CN), while this of the one-electron reduced species (PS−) is −1.33 V. As the electrochemical CO2 reduction catalyzed by the ruthenium complexes proceeds under electrolysis at −1.30 V vs. SCE, it requires the reducing ability of PS−. In general, the CO2 reduction requires higher energy than H2 production by reduction of H2O, and therefore, the photocatalytic CO2 reduction does not utilize the excited state but the one-electron reduced species.
Absorption and emission (phosphorescence) spectra of [Ru(bpy)3]2+ in deaerated CH3CN at room temperature.
To generate the one-electron reduced species PS−, the electron donors can reductively quench the excited state of the photosensitizer. As the reduction potential of the excited state of [Ru(bpy)3]2+ is +0.77 V vs. SCE (CH3CN), the electron donors which can be oxidized at less positive potentials than +0.77 V. Figure 12 shows the examples of the electron donors which are actually used in photocatalytic CO2 reduction [16, 92]. Ascorbate ion (AscH−) can be used in aqueous solution, but amines (triethylamine (TEA) and triethanolamine (TEOA)) cannot work in the presence of water because they are protonated to afford the ammonium ions which cannot give an electron. 1-Benzyl-1,4-dihydronicotineamide (BNAH) is a model compound of NADH in nature. NADH is a two-electron donor and is oxidized to yield NAD+. However, the model compound BNAH cannot give two electrons in the oxidation by the excited state of [Ru(bpy)3]2+ but provides one electron to afford the dimer BNA2. 1,3-Dimethyl-2-phenyl-2,3-dihydro-1
Examples of the electron donors (D) used in photochemical CO2 reduction.
These electron donors are called the sacrificial reagents because the one-electron oxidized species occur chemical changes or decompose so as to prevent back electron transfer. They are useful in order to investigate the reductive half reaction. However, from the viewpoint of the energy balance, the reduction-oxidation (redox) systems in which water is oxidized and CO2 is reduced are desired.
Our group have investigated the photochemical CO2 reduction by the system consisting of
Photochemical CO2 reduction catalyzed by
The catalytic reaction proceeds by receiving electrons from the photochemically driven electron relay system. For two-electron reduction of CO2 to CO or HCOOH, the electron relay cycle has to go round two times when the catalytic cycle turns one time. The electron source is not an electrode, but the reaction had been supposed to proceed according to the same mechanism as in electrochemical reduction. However, it has been recently indicated that in some cases, the reaction mechanisms of the photochemical CO2 reduction are likely different from the electrochemical one [16]. For example, unusual catalyst concentration dependence on the product selectivity (CO/HCOO−) in the photocatalysis has been observed: at high catalyst concentration the selectivity of HCOO− increases [37]. To elucidate the peculiar catalyst concentration effect, the mechanisms as shown in the right cycle in Figure 14 are proposed. At the high concentration of the catalyst, the reduced catalyst forms a dimer, which is proposed to selectively afford HCOO−. The dimer of the complex is similar as the intermediate of polymerization, but it is not detected in the photocatalytic system because the absorption spectrum cannot be conformed due to the overlapped absorption of [Ru(bpy)3]2+. Alternatively, the photocatalytic CO2 reduction by
A proposed reaction mechanism for photocatalytic CO2 reduction by
The photochemical CO2 reduction catalyzed by
These phenomena have not been observed in electrochemical CO2 reduction. It is probably because that the homogenous photocatalytic CO2 reduction contains the diffusion process of the electron relay between the photosensitizer and the catalyst. The speed of the electron supply also sometimes affects the reaction mechanisms [16, 37].
Heterogeneous catalysts are industrially important because they are useful for separating the starting materials and the products from the catalyst and can be recovered and reused. The molecular catalysts can be utilized to develop the heterogeneous catalysts. For photocatalysts of CO2 reduction, combining the molecular catalysts with semiconductor [32, 94, 95], metal-organic frameworks (MOFs) [96, 97] or periodic mesoporous organosilicas (PMOs) [98, 99, 100, 101] are actively researched. We have also developed a novel PMO consisting of 2,2′-bipyridyl framework by introducing two different ruthenium complexes as a photosensitizing site (Ru(PS)) and a catalytic site (Ru(Cat)) as shown in Figure 15 [99]. Photochemical CO2 reduction by the PMO catalyst has catalytically produced CO and formate. The product selectivity (CO/formate) becomes large with increasing the ratio of Ru(PS) to Ru(Cat) (x/y). The photocatalysts can be recycled at least three times without losing the catalytic activity, demonstrating that the Ru(PS) and Ru(Cat) units are strongly immobilized on the BPy-PMO framework.
Photocatalytic CO2 reduction by periodic mesoporous organosilica (PMO) containing two different ruthenium complexes as photosensitizing and catalytic sites.
The molecular catalysts are applicable to various photocatalytic systems. Ultimately, our goal is to construct an artificial photosynthetic system. An example is shown in Figure 16. In the system, the electrons are not supplied from the sacrificial electron donor but from water which is the same as in natural photosynthetic system. As the CO2 reduction requires a high potential, two photosensitizing systems would be combined as the Z-scheme mechanism in the natural photosynthesis. In order to realize the artificial photosynthesis, we have to overcome some problems. One is to perform these reactions (water oxidation, photo-induced electron transfer and CO2 reduction, etc.) under the similar conditions or in the separated circumstances. Another is to match the velocities among the reactions; even if the efficient catalyst for CO2 reduction was obtained, the speeds for the water oxidation and the electron supply have to match with that of CO2 reduction.
A schematic drawing for an artificial photosynthetic system.
There would be many other problems to construct the artificial photosynthesis. However, the real system which can efficiently work has already existed in nature. We will realize it with a lot of ideas to overcome many problems one by one.
This work was supported by a Grant-in-Aid for Scientific Research (C) from the Ministry of Education, Culture, Sports, Science and Technology (17K05815). This work was also supported by the PRESTO Program of JST, and a Grant-in-Aid for Scientific Research on Innovative Areas, “Artificial Photosynthesis (AnApple)” (No. 15H00882), from the Japan Society for the Promotion of Science (JSPS).
Brachial plexus injury (BPI) is a common type of peripheral nerve injury. In addition to muscle paralysis, motor and skin sensory functions will decrease or disappear in its innervated area, which has a high disability rate. In recent years, with the continuous occurrence of excessive stretching and traffic accidents, the incidence of BPI has also become higher and higher. Although the progress of peripheral nerve surgery has significantly improved the treatment effect of BPI, scar will be produced at the nerve repair site, which will inevitably distort the contour of nerve pulse reaching the sensory and motor cortex, and eventually make the injured peripheral nerve unable to regenerate effectively. Some regenerated axons will not be able to reach the receptors affected by the scar interface, and other relatively normal axons will also be misled, so that they can only re-dominate the wrong scar sensory receptors or irreversibly degenerate receptors, which will lead to impaired sensory function of shoulder joint and upper limb with loss of muscle strength [1]. Therefore, it is particularly important to find an effective method to improve the dysfunction after BPI.
In 1961, American expert liberson [2] first proposed functional electrical stimulation (FES) therapy, which belongs to the category of neuromuscular electrical stimulation (NMES). FES is mainly based on the patient’s condition to set up the program in advance, and place the electrode on one or more groups of muscles of the patient’s affected limb, and then the paralyzed muscles will contract under the stimulation of a certain intensity of low-frequency pulse current, so as to induce muscle movement or simulate normal autonomous movement (such as upper limb grasping, lower limb walking and other functional activities) At the same time, the repeated movement pattern information can be transmitted to the central nervous system, forming excitement marks on the cortex, and ultimately can achieve the purpose of restoring muscle movement and enhancing balance ability [3]. In 2015, Elzinga et al. [4] found that nerve repair is needed after nerve injury. If the time of nerve repair is appropriately prolonged and FES is used to stimulate motor and sensory neurons for a long time, the speed of nerve growth can be improved, and nerve fibers can grow into the innervated skeletal muscle accurately along the direction of electric field. As one of the promising therapeutic technologies in the field of modern clinical rehabilitation, FES can be used to treat BPI, play the role of promoting regeneration of injured brachial plexus and preventing denervated atrophy of skeletal muscle.
The brachial plexus is a collection of most of the nerve fibers of the 5th-8th cervical nerve anterior branch and the 1st thoracic nerve anterior branch, usually composed of five roots, three stems, six strands and three bundles. The 5 nerve roots from the spinal cord exit the intervertebral foramen at the same time as they branch out the dorsal scapular nerve (C4-5), the long thoracic nerve (C5-7), and the phrenic nerve (C3-5). The five nerve roots form the superior, middle and inferior trunks on the lateral edge of the anterior scalene muscle, among them, C5-6 constitutes the superior trunk, C7 independently constitutes the middle trunk, and C8-T1 constitutes the inferior trunk. Each trunk is divided into anterior and posterior divisions above or behind the clavicle. The anterior division of the upper and middle trunks synthesize the lateral cord, and the main branches are the lateral root of median nerve, musculocutaneous nerve and lateral pectoral nerve; the anterior division of the lower trunk synthesize the medial cord, and the main branches are the medial antebrachial cutaneous nerve, ulnar nerve and medial root of median nerve; the posterior division of the three trunks converges into the posterior cord, the main branches are the subscapular nerve, thoracodorsal nerve, axillary nerve and radial nerve. The three bundles enter the axillary and send out nerve branches, which mainly control the sensory and motor functions of the upper limbs, shoulder back and chest (Figure 1) [5].
Anatomy of the course of the brachial plexus in the armpit (drawn by Jia He).
BPI can generally be divided into upper brachial plexus injury, lower brachial plexus injury and complete brachial plexus injury [6]. The main manifestations of upper brachial plexus injury are that the shoulder joint cannot be abducted, the elbow joint cannot be flexed, the upper limb cannot rotate internally and externally, and the radial sensory disturbance, but the finger movement is still normal; the main manifestations of lower brachial plexus injury were finger grasping dysfunction, sensory loss of ulnar skin of forearm and hand, but the activities of shoulder joint, elbow joint and wrist joint were normal; complete brachial plexus injury showed the disappearance of upper limb motor and sensory functions. The damage of different nerve branches also leads to the dysfunction of corresponding parts. For example, phrenic nerve injury can cause respiratory dysfunction, severe cases can cause apnea; musculocutaneous nerve injury can cause weakness in elbow flexion and weakened skin sensation on the outer forearm; axillary nerve injury mainly leads to deltoid muscle paralysis forming square shoulder; median nerve injury, as one of the common types of injury, is mainly manifested by the loss of sensory function on the radial side of the hand, forming “ape hand”, as well as forearm pronation disorder; the main clinical manifestations of ulnar nerve injury is weakened wrist flexion ability and the distal end of the ring finger and little thumb cannot be flexed, resulting in the formation of “claw hand”, which can also lead to loss of sensory function in the palm and the inner back of the hand; radial nerve injury mainly manifests as “wrist drop” caused by paralysis of the extensor muscle of the forearm, and accompanied by dorsal hand radial half and radial side of the two half finger proximal segment back skin sensory dysfunction (Figure 2).
(1). Wrist drop (radial nerve injury); (2). “Claw hand” (ulnar nerve injury); (3). Median nerve injury in hand; (4). “Ape hand” (median nerve injury and ulnar nerve injury) (drawn by Jia He).
The repair process of BPI is related to many factors, such as the formation of regenerative microenvironment around the injury, the sprouting and extension of axons, the reinnervation of nerve to target tissue, axon regeneration and so on. The formation of regeneration microenvironment is an important factor affecting the repair of brachial plexus injury.
After BPI, the axons and myelin sheath at the distal end of the injury degenerate and then disintegrate into nerve debris, Schwann cells (SCs) produce autophagy reaction, and eventually Wallerian degeneration occurs at the end of the nerve involved. In the early stage of injury, SCs can help macrophages to clear degenerative myelin debris, and the laminin secreted by it can form basement membranes to promote growth and provide channels, which can guide axons to grow rapidly in the right direction. The proliferating SCs form a solid cell cord (band of Büngner) in the nerve basal lamina enclosed by the basement membrane, which has a good guiding effect on the growth of nerve axons. The band of Büngner and nerve basal lamina can not only produce related molecules that promote axon regeneration, but also separate molecules that inhibit regeneration in the endoneurial tube, which can accelerate the regeneration and repair of injured nerve [7, 8].
After BPI, SCs, nerve axons, fibroblasts and so on will produce a class of polypeptide called neurotrophic factors (NTFs), which have a variety of activities and can exert efficient physiological effects by binding to specific receptors on the surface of target cells [9]. It mainly includes 3 categories: ①. Neurotrophin, including nerve growth factor (NGF), brain-derived neurotrophin factor (BDNF), neurotrophin-3 (NT-3), neurotrophin-4/5 (NT-4/5), and neurotrophin-6 (NT-6), neurotrophin-7 (NT-7) derived from non-mammals, etc. ②. Neurocytokinin, including ciliary neurotrophic factor (CNTF), interleukin-1,3,6 (IL-1,3,6), etc. ③. Fibroblast growth factor (FGF), and other NTFs such as glial cell line-derived neurotrophic factor (GDNF), insulin like growth factor (IGF) and so on. These NTFs can play different roles in the regeneration and repair of injured brachial plexus, for example: ①. NGF combined with p75 can block p75 induced nerve cell death, thus can promote the intracellular signal transduction of injured nerve, which is conducive to accelerating the growth of axons and promoting the recovery of nerve function [10]. ②. The increased expression of BDNF and its tyrosine kinase receptor B (TrkB) mRNA can reshape synapses, restore neural pathways, and promote regeneration of axons and reconnection of injured muscles. ③. GDNF can nourish the axons and SCs of mature spinal cord, which is beneficial to axonal regeneration. It has been found that after sciatic nerve transection in rats, SCs can continuously express GDNF mRNA in nerve fibers for more than 5 months [11]. ④. Other studies have confirmed that NTFs can promote nerve cell regeneration and accelerate motor nerve conduction velocity to a certain extent [12].
A series of immune responses after nerve injury can inhibit nerve regeneration and repair to a certain extent. The occurrence of immune response may be related to the following ways: ①. Nerve injury can destroy the blood-nerve barrier, resulting in the leakage of neurogenic antigens to nearby lymph nodes and the production of specific antibodies, which will enter the blood circulation and cause immune response. ②. There are antigen-presenting cells in the nerve tissue. After nerve injury, antigen-presenting cells can express MHC class II antigens on their cell membranes after ingesting neurological antigens, and are taken up by T cells in the nerves to produce an immune response. ③. After the antigen-presenting cells ingest neurogenic antigens, they can also be presented to T cells in the blood by intra-nerve microvascular endothelial cells to stimulate an immune response. The immune response will have a significant inhibitory effect on nerve regeneration and repair [13].
Wallerian degeneration occurs immediately after BPI. Within 24 hours after injury, SCs demyelinated by degrading myelin basic protein, and then macrophages migrated to the nerve injury through blood vessels [14]. During Wallerian degeneration, SCs and macrophages phagocytize the denatured myelin, which is conducive to nerve regeneration, and the occurrence of inflammatory reaction is mainly related to macrophages. Macrophages can participate in the phagocytosis of degenerated myelin, and secrete the active factor oncomodulin to promote the proliferation of SCs, thereby promoting axon regeneration. The glial cells activated at the nerve injury can secrete cytokines that promote or inhibit the inflammatory response, among which pro-inflammatory factors (such as IL-1, IL-2, IL −6 and tumor necrosis factor (TNF)), which are mainly produced in the first stage of Wallerian degeneration, and promote the recruitment of macrophages 2-3 days after nerve injury; while, anti-inflammatory factors (such as IL-10 and transforming growth factor β(TGF-β)) are produced after macrophage recruitment and attenuate the inflammatory response [15]. After BPI, SCs, macrophages, and mast cells can immediately produce endogenous TNF-α, and the rapidly increasing TNF-α in the lesion site can also recruit a large number of macrophages to swallow degeneration myelin. IL-1 is an important pro-inflammatory factor in the process of nerve injury, and its members include IL-1α, IL-1β and so on. After 5-6 hours of nerve injury, SCs that lose close contact with axons can quickly up-regulate IL-1α mRNA and IL-1α protein [16]. IL-1α can induce fibroblasts to accumulate in the injured area and produce IL-6. IL-6 can enhance T cell activity and act on SCs, and participate in the regeneration of peripheral nerves by up-regulating pro-inflammatory response genes and immune protease subunits [17].
After BPI, progesterone, thyroid hormone, adrenocorticotropic hormone and so on can participate in the repair of damaged nerves. Progesterone not only promotes the sciatic nerve of damaged male rats, but also binds to receptors to regulate the expression of SCs [18]. Thyroid hormone can play an important role in the growth and development of the central nervous system and the repair of peripheral nerve damage. It can make non-nerve cells produce NTFs to promote axon repair and regeneration, and can also act on SCs to maintain neuronal activity and promote nerve growth [19]. Adrenocorticotropic hormone can accelerate the regeneration of axons, which is beneficial to promote the regeneration and repair of injured nerves [20].
The treatment methods used vary according to the injury site, injury type, injury severity, and time after injury. The purpose of treatment is to reduce permanent disability and restore or improve upper limb function. The mild cases may be temporarily observed, functional exercises shall be performed, and re-examination shall be carried out regularly, while the severe cases may require treatment such as surgery.
General conservative treatment mainly includes local physical therapy, acupuncture, massage, comprehensive rehabilitation exercise, standardized electrical stimulation therapy, oral neurotrophic drugs, etc. In order to promote the regeneration of injured brachial plexus and prevent skeletal muscle denervation atrophy, so as to ensure that joints and muscles can work normally and move in the normal range of activity.
At present, the commonly used clinical surgical treatment methods for BPI mainly include nerve repair, nerve transplantation, nerve suture, neurolysis, nerve transfer (neuralization), tendon/muscle transfer, free functional muscle transfer (FFMT) and so on [21]. (1). Nerve suture: For patients with sharp cuts or penetrating injuries, the musculocutaneous nerve, lateral spinal cord or superior nerve trunk can be sutured directly end-to-end. (2). Exo-plexus nerve transfer: ①. Spinal accessory nerve (SAN) transfer: SAN is well used for nerve transfer because it has sufficient length and motor axons. Up to 95% of BPI patients retain SAN, which can be widely transferred to different targets to restore storage functions [22]. ②. Intercostal nerves (ICNs) transfer: Seddon first described the ICNs transfer, which borrowed ulnar nerve transplantation to transfer ICNs to the musculocutaneous nerve (MCN ) to restore the elbow flexion function of patients with complete brachial plexus injury. Other surgeons may prefer to transfer the motor branches of ICNs directly to the biceps brachii branch of MCN to obtain more reliable motor function recovery [23]. ③. Contralateral C7 nerve root transfer: It is the safest surgical method for the treatment of brachial plexus root avulsion [24]. (3). Iintra-plexus nerve transfer: ①. Triceps branch of radial nerve (TRN) transfer: Since TRN runs along the proximal end of the upper arm with the radial and axillary nerves, transplanting one of the branches to the other nerve will not affect the normal function of its innervated area. Therefore, TRN is often transferred to axillary nerve to treat shoulder pain, shoulder subluxation, hand abduction insufficiency and other clinical symptoms caused by axillary nerve injury [25]. ②. Double nerve transfer method (Mackinnon’s method, Oberlin II method): Oberlin et al. [26] elbow flexion dysfunction caused by brachial plexus root avulsion can be treated by transferring some of the ulnar nerve bundle branches located in the upper arm to the biceps muscle branch of the musculocutaneous nerve. ③. Medial pectoral nerve (MPN) transfer: can be used to treat obstetric brachial plexus injury [27]. ④. Transfer of brachialis muscle branch of the musculocutaneous nerve: This method has a good therapeutic effect whether it is to reduce the neuropathic pain of patients with simple brachial plexus inferior trunk injury, or to restore the function of finger holding [28]. (4). Gracilis FFMT: The gracilis muscle is considered to be a good BPI muscle metastasis due to its reliable proximal neurovascular pedicle and long tendon length, which can be used to treat elbow flexion difficulties caused by complete brachial plexus injury [29].
At present, due to different stimulation methods and electrode placement positions, there are three main stimulation modes of FES: surface electrical stimulation, percutaneous electrical stimulation, and fully implanted electrical stimulation [30]. Each method has both advantages and disadvantages. (1). The advantage of surface electrical stimulation is that there is no cumbersome operation of embedding the electrode in the body, and no need to perform secondary operations for removing and needle electrodes, which reduces the possibility of trauma. This method is convenient and does not cause pain, but also has a very wide range of indications. However, it has the following disadvantages: ①. The patient will feel discomfort when the stimulation intensity is high and there will be a risk of scalding the skin, so the stimulation intensity and stimulation depth will become relatively limited, which leads to the ineffective stimulation of deep muscles, so that the effect produced is not very ideal. ②. Since most of the surface stimulation must be performed in the hospital, this will cause the interval between two stimulations to be too long, and the patient’s compliance will become worse. ③. Stimulating a single muscle will also affect the contraction and relaxation of surrounding muscles, reducing its specificity. (2). The advantages of percutaneous electrical stimulation is that it is relatively simple and easy to implement, and has a wide range of indications, but it cannot stimulate the wounded skin, and there may be adverse reactions such as infection or skin damage. (3). The advantages of fully implanted electrical stimulation: ①. It can not only stimulate for a long time, but also maintain a high selective stimulation in the case of low power, and the effect is reliable. ②.It can avoid skin infection and damage caused by percutaneous stimulation. ③. It can avoid the inconvenience and discomfort caused by surface stimulation, and can prevent the defects that cannot be accurately located due to low specificity [30]. However, the implanted electrode may also cause the electrode to shift or fall off, the battery is exhausted, the connection points between the electrodes are not firm and so on, which may cause complications such as infection of the electrode port and the body’s rejection of the electrode [31].
Electrical stimulation (ES) can promote injured nerve regeneration and functional recovery, but how to choose the best stimulation time is still controversial. Studies have shown that the immediate application of ES to the early injured nerve can accelerate axon regeneration and nerve function recovery [32], but this effect may only play in the initial stage of nerve regeneration, and will become smaller or even disappear after the beginning of nerve growth [33]. Some studies also believe that the above effects can also be achieved after a short delay in the FES start time [34]. The exact mechanism for the short-term delay of ES to accelerate neural recovery is still unclear, which may be related to the up-regulation of NGF expression by ES [35, 36]. As to whether ES can promote nerve regeneration at other time points after nerve injury, different researchers have put forward different opinions. For example, Zanakis [37] showed that once nerve regeneration starts, the presence or absence of electric field stimulation will not affect it. After animal experiments, Shen [38] found that FES can still promote nerve regeneration after 20 or even 60 days of nerve injury, and all the morphological, electrophysiological and neurological function indicators of peripheral nerves show a significant upward trend. For the stimulation of denervated muscles, it is generally believed that it should be performed immediately after denervation, in order to prevent muscle atrophy and restore motor function to the greatest extent.
There are many factors that can affect the therapeutic effect of FES, and stimulation parameters are one of them. So we mainly discuss the settings of the following parameters. (1). Stimulation current: The commonly used stimulation currents in clinic mainly include electric field, electromagnetic field, intermediate frequency electrical stimulation, pulse electrical stimulation, constant weak direct current stimulation, etc. They can promote peripheral nerve repair, accelerate nerve fiber regeneration, and prevent muscle atrophy. (2). Stimulation intensity: Different intensities of es will have different effects on the regeneration of nerve fibers. For example, using 1 mA current to stimulate the injured nerve can significantly increase the nerve conduction speed, but the current intensity of 4 mA has a detrimental effect on regenerating nerve fibers [39]. For the stimulation of denervated muscles, due to the large amount of fat and connective tissue present in it, which have a strong current transfer ability, it can reduce the current reaching the muscle cells, so that muscle cells must be stimulated by high current or even exponential current to reach the excited state. (3). Stimulation pulse: The research found that the pulse used for stimulation can be divided into single-phase pulse and two-phase pulse. Because monophasic pulses apply energy to the body, and this energy will never be removed. Therefore, it may cause potential damage to the stimulated tissue, while biphasic pulses use pulses of different amplitudes alternately on the body surface Stimulation, which can significantly reduce the damage to the body [40]. In summary, the optimal parameters of FES have not yet been unified, and further research is still needed. At the same time, the effects of early, middle and late nerve recovery must be analyzed to achieve satisfactory results.
Interscalene brachial plexus nerve block anesthesia is a common local nerve block anesthesia method in clinic, which is often used in the operation anesthesia of upper limb dysfunction caused by BPI. Traditional interscalene brachial plexus nerve block is mainly based on anatomical landmarks and the clinical experience of the anesthesiologist, and the success rate and effect are very different. In the process of anesthesia operation, blind detection of nerve position with puncture needle may lead to anesthesia failure, and patients may also have nerve injury phenomenon, which seriously affects the success rate and safety of Interscalene brachial plexus nerve block anesthesia. The use of neural electrical stimulator can optimize the above problems [41]. Zhao Xiaojuan et al. [42] 50 patients who needed upper limb surgery under Interscalene brachial plexus nerve block anesthesia into observation group and control group with 25 cases in each group. Before anesthesia, the two groups of patients were monitored by ECG, peripheral veins were opened, and midazolam 2 mg was administered intravenously. The patient was placed in a supine position, the affected limb was placed next to the trunk, and the head was tilted to the opposite side. The use of low-frequency ES can better increase the level of cAMP in nerve cells, thereby inducing cells to conduct synthetic reactions. This response can promote dorsal root ganglion (DRG) growth by up-regulating cell growth-related proteins and cytoskeleton proteins [43]. The initial current of the stimulator is set to 1.0 mA and the frequency is 1.0 Hz. When the puncture needle is close to the nerve trunk, it can cause the effect muscles innervated by the nerve to contract. Adjust the position of the stimulating needle to the median nerve or radial nerve or ulnar nerve of the patient’s upper limbs. When the current is gradually reduced to 0.2-0.3 mA, there will be no effective muscle contraction. After confirming that there is no blood sucked back, inject 1% lidocaine into the extension tube connected to the insulated needle. In the control group, the traditional allosensory method was used for interscalene brachial plexus block. After observing various anesthesia indicators, it was found that the overall excellent and good rate of the observation group was higher than that of the control group, while the anesthesia operation time and the incidence of adverse reactions were significantly lower than that of the control group. It can be seen that the use of nerve stimulator to guide interscalene brachial plexus nerve block can significantly shorten the time of anesthesia, increase the success rate of anesthesia, and reduce the incidence of adverse reactions. It has very important clinical significance for upper limb surgery [44].
After clinical practice, it was found that conventional conservative treatment combined with standardized electrical stimulation can achieve better rehabilitation effects. Standardized electrical stimulation therapy refers to the combination of low-frequency electrical stimulation and medium-frequency electrical stimulation, and then placing electrodes on the corresponding damaged muscles of the patient to promote the regeneration and repair of injured nerves and prevent denervation of skeletal muscles. At present, BPI comprehensive rehabilitation training takes many forms. For example, Liu Suzhe [45] randomly divided 100 children with obstetric brachial plexus palsy (OBPP) into two groups, one of which received routine rehabilitation (oral neurotrophic drugs, self-functional exercise at home, etc.), while the other group used a neuromuscular electrical stimulator on the basis of conventional rehabilitation treatment. The results showed that the addition of electromyographic stimulation can significantly improve the prognostic rate of children with affected limbs. Liu Hui [46] took 36 children who were treated for brachial plexus injury as the research object and were randomly divided into control group and experimental group, with 18 cases in each group. The control group was treated with acupuncture and the experimental group was combined with neuromuscular electrical stimulation on the basis of the control group. A comparative analysis of the treatment effects of the two groups of children found that the implementation of neuromuscular electrical stimulation combined with acupuncture therapy has a significant therapeutic effect and can effectively restore the function of the injured muscles of the children. Gu Yudong et al. [47] took 43 BPI patients admitted to their hospital as research subjects and randomly divided them into a treatment group and a control group. The 21 patients in the treatment group received comprehensive rehabilitation treatment such as percutaneous nerve stimulation and intermediate frequency electrotherapy. The control group did not take such treatment measures. The results of the study showed that compared with the observation group, the branch and total branch injury function scores of the treatment group were significantly higher than those of the control group, and the electromyography results showed that the receptor nerve regeneration potential appeared earlier in the treatment group. The above only exemplified part of the electrical stimulation combined with conventional rehabilitation training, and the results all show that such comprehensive therapy has played a better role in repairing brachial plexus injury. In addition, FES also has the characteristics of simple operation, safe and effective, no side effects and so on, it can be widely used in clinical practice.
In a prospective epidemiological survey, it was found that 60 of the 107 BPI patients who were diagnosed with neuropathic pain using the DH4 questionnaire were diagnosed. Neuropathic pain will have a certain impact on the patient’s mind and quality of life [48]. At present, the commonly used clinical treatment measures are mainly to control symptoms by taking painkillers, but the results obtained are not optimistic, and there is a problem of treating the symptoms but not the root cause. Therefore, it is especially important to find a way to relieve or even eradicate neuralgia. Sun Yanli et al. [49] gave 31 patients with BPI combined with neuralgia to improve circulation, nutritional nerves, pain relief and other conventional treatments, and then supplemented with electrical stimulation (waveform: triangle wave, intensity: 20-30 mA, frequency: 50-100 Hz, pulse width: 10MS, time: 1 time/d, 30 min/time, 10 times as a course of treatment). After using the visual analogue scoring method, pain assessment form, and sleep self-rating scale to assess the degree of pain, it was found that after 3-4 electrical stimulation treatments, 93.5% of patients reported that it was effective, and the number and duration of burst pain were significantly reduced compared to before treatment. After 2 treatment cycles, all patients have reduced the use of painkillers to varying degrees, and 96.7% of patients have controlled their pain in an ideal state. This study shows that the use of FES can relieve neuropathic pain caused by BPI to a certain extent, and can improve the quality of life of patients.
The mechanism by which FES exerts the above effects is not clear, but a large number of studies have shown that it is closely related to factors such as promoting the secretion of SCs and NTFs, promoting axon regeneration, increasing blood supply, protecting muscle fibers, and reducing muscle fatigue.
The electric field generated by ES can stimulate SCs to crawl, migrate, proliferate and divide [50], making them further secrete NTFs such as BDNF, NGF and NT 4 / 5 [51, 52]. Moreover, the electric field has a certain tendency to the structural proteins, microfilaments and microtubules of axons, which can not only improve the nerve growth speed, but also make the broken axons grow into the distal nerve stump along the correct direction [53]. When the axon enters the neural tube of the distal nerve stump, the number of axons passing through the repair site can be increased to promote the increase in the number of motor neurons, sensory neurons and the density of regenerative nerves [43], thus maximizing nerve function degree of recovery.
ES can increase the level of Ca2+ by inducing cell membrane depolarization and opening voltage-gated calcium channels, and the increase of Ca2+ can raise the expression of BDNF and its TrkB mRNA, which is most closely related to motor neuron regeneration [54], It can promote the reconnection of axons and muscles, accelerate nerve conduction speed and enhance muscle fiber vitality, and then restore damaged nerve function. Through research, it is found that the main target of ES in downstream pathways is cyclic adenosine monophosphate (cAMP). The use of low-frequency ES can better increase the level of cAMP in nerve cells and induce cells to undergo synthetic reactions, which can upregulate the expression of cells growth-related proteins and cytoskeleton proteins (including actin, tubulin, and growth-associated protein 43) [55] to promote Dorsal root ganglion (DRG) neurite outgrowth. At the same time, ES can also induce cAMP to activate phosphokinase A (PKA), and activated PKA can mediate the phosphorylation of cAMP response element binding protein (CREB) [56], which in turn activates downstream pathways and increases the expression of BDNF. When BNDF rises to a certain level, the continuous increase of cAMP can be maintained by inhibiting phosphodiesterase [57]. Therefore, as long as a short electrical stimulation can cause a series of closed-loop reactions that promote cAMP to rise and maintain a certain level.
Using NMES to stimulate the damaged muscles can make the muscles contract passively and rhythmically, which can expand the nutritional blood vessels of the damaged brachial plexus. The increased blood flow and circulatory stretching caused by vasodilation may stimulate the production of vascular endothelial growth factor. These growth factors can reduce the rate of vascular degeneration and induce angiogenesis, which can accelerate the metabolism of denervated muscles, provide various nutritional factors required for nerve regeneration, and remove harmful substances to prevent them from accumulating in muscles [58], and will not affect the reinnervation of nerves, at the same time, it can accelerate the establishment of effective contact between axons and distal effectors, restore the ultrastructure of myofibrils and membrane Ca2+ channels, thereby reducing muscle atrophy and improving muscle function [59]. There are also certain differences in the effects of different intensities of electrical stimulation on damaged muscles and the mechanism of action, For example, medium frequency electrotherapy is a positive and negative alternating current, which has no electrolytic effect on body tissues, there is no acid–base reaction under the electrode, which can prevent chemical irritation to the skin and reduce skin resistance. When the current intensity is high, the current can directly reach the deep tissues, and the distance between cells and tissues can be increased when used in the early stage of injury, thereby effectively preventing the adhesion of muscle fibers, tissue fibers and nerve fibers, and ultimately achieving significant relief of muscle pain and reduction the purpose of tissue adhesion and relieving scar contracture secondary to brachial plexus surgery [60]. High frequency electrical stimulation plays an important role in maintaining the contractile function of type II muscle fibers, reducing muscle fatigue and preventing muscle atrophy [61].
Over time, most patients with BPI will experience varying degrees of muscle atrophy, accompanied by programmed apoptosis of denervated skeletal muscle cells [62]. When muscle atrophy reaches a certain degree, new nerves will not be accepted and irreversible dysfunction will occur [63]. Paillard et al. [64] and others believe that ES can activate satellite cells and promote the expression of myoblast related biomarkers, which can reduce the expression of ubiquitin ligase gene related to muscle atrophy, so as to remodel muscle fibers. Honda et al. [65] found that muscle contraction induced by ES can prevent the reduction of muscle nucleus caused by apoptotic changes, thereby reducing the aggregation of macrophages. These changes may prevent the signal transduction of fibroblasts into myofibroblasts through the IL-1β/TGF-β1 pathway, thus achieving the goal of inhibiting muscle fibrosis and atrophy. FES can also induce mitochondrial generation, improve mitochondrial function and prevent mitochondrial enzyme inactivation, which can increase the energy supply of muscle cells and prevent rapid atrophy and apoptosis of skeletal muscle [47].
In recent years, with the frequent occurrence of accidental injuries such as car accidents, external force pulling, and heavy object crushing, BPI has shown an upward trend year by year. Mild cases may have temporary upper limb dysfunction with tingling or burning sensation and arm numbness and weakness; severe cases may have varying degrees of muscle paralysis or atrophy of upper limbs, accompanied by weakened or disappeared motor and sensory functions, and even appear complete loss of upper limb function. Therefore, repairing the damaged brachial plexus and promoting its functional recovery is an important problem that needs to be solved urgently. The solution of this problem is related to the establishment of nerve regeneration channels, neurotrophic factor regulation, immune response, inflammatory response, hormone regulation and other local micro The formation of the environment is closely related. At present, the commonly used clinical surgical treatment methods for BPI mainly include nerve transplantation, nerve suture, nerve transfer (neuralization), etc. However, after surgery, combined with conventional treatments such as FES can achieve a best rehabilitation effect. FES can play a role in all aspects of BPI treatment. For example, in the repair of brachial plexus injury, FES combined with ultrasound can accurately locate the nerve block site and shorten the anesthesia time; in the process of postoperative rehabilitation, combined with conventional conservative treatment can promote the regeneration of injured brachial plexus and inhibit denervated skeletal muscle atrophy. In addition, FES can relieve neuropathic pain caused by BPI.
Although FES has a certain promoting effect in the various processes of brachial plexus repair, each BPI patient’s blood supply, degree of injury, psychological endurance and self-rehabilitation ability are different, and FES itself also has ①. Cost problem. ②. Electrode material selection. ③. Optimal combination of electrical stimulation parameters. ④. Optimal stimulus site selection and other problems have not been resolved, so the efficiency of functional recovery still cannot reach the inherent motor ability of human beings. Therefore, we hope that in future research, we can conduct in-depth studies on the adjustment of the frequency, amplitude, and pulse width of electrical stimulation, as well as at which stage of nerve repair to start electrical stimulation, so as to overcome the problems of nerve regeneration and nerve function repair.
The completion of the chapter is attributed to many people’s support and encouragement. First and foremost, I want to thank the Key Laboratory of Human-Machine-Intelligence Synergic System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences (Director, Professor Guang Lin Li), and Guangdong-Hong Kong-Macao Joint Laboratory of Human-Machine Intelligence-Synergy Systems.
Also, I would like to express my sincere gratitude to the fund supports of National Natural Science Foundation of China (Grant Nos. 81960419; 81760416 and 81927804) and also to. Last my thanks would go to my student, Ms. Zijun Zhang and Mr. Xinkuan Liao who search and collect references for the completion of this chapter.
BPI | Brachial Plexus Injury |
FES | Functional Electrical Stimulation |
NMES | Neuromuscular Electrical Stimulation |
SCs | Schwann Cells |
NTFs | Neurotrophic Factors |
NGF | Nerve Growth Factor |
BDNF | Brain-Derived Neurotrophin Factor |
NT | Neurotrophin |
CNTF | Ciliaryneurotrophic Factor |
IL | Interleukin |
FGF | Fibroblast Growth Factor |
GDNF | Glial Cell Line-derived Neurotrophic Factor |
IGF | Insulin-Like Growth Factor |
TrkB | Tyrosine Kinase Receptors |
TNF | Tumor Necrosis Factor |
TGF-β | Transforming Growth Factor β |
FFMT | Free Functional Muscle Transfer |
SAN | Spinal Accessory Nerve |
MCN | Musculocutaneous Nerve |
ICNs | Intercostal Nerves |
TRN | Triceps Branch of Radial Nerve |
MPN | Medial Pectoral Nerve |
ES | Electrical Stimulation |
OBPP | Obstetric Brachial Plexus Palsy |
cAMP | Cyclic Adenosine Monophosphate |
DRG | Dorsal Root Ganglion |
PKA | Protein Kinase A |
CREB | Cyclic-AMP Response Binding Protein |
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The CC BY 3.0 and CC BY 4.0 license permits Works to be freely shared in any medium or format, as well as the reuse and adaptation of the original contents of Works (e.g. figures and tables created by the Authors), as long as the source Work is cited and its Authors are acknowledged in the following manner:
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\\n"}]'},components:[{type:"htmlEditorComponent",content:'Copyright is the term used to describe the rights related to the publication and distribution of original Works. Most importantly from a publisher's perspective, copyright governs how Authors, publishers and the general public can use, publish, and distribute publications.
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\n\nCompilation - a collection of Works distributed in a Book that IntechOpen has selected, and for which the coordination of the preparation, arrangement and publication has been the responsibility of IntechOpen. Any Work included is accepted in its entirety in unmodified form and is published with one or more other contributions, each constituting a separate and independent Work, but which together are assembled into a collective whole.
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\n\nIntechOpen - Registered publisher with office at 5 Princes Gate Court, London, SW7 2QJ - UNITED KINGDOM
\n\nIntechOpen platform - IntechOpen website www.intechopen.com whose main purpose is to host Monographs in the format of Book Chapters, Long Form Monographs, Compacts, Conference Proceedings, Scientific Journals and Videos.
\n\nVideo Lecture – an audiovisual recording of a lecture or a speech given by a Lecturer, recorded, edited, owned and published by IntechOpen.
\n\nTERMS
\n\nAll Works published on the IntechOpen platform and in print are licensed under a Creative Commons Attribution 3.0 Unported and Creative Commons 4.0 International License, a license which allows for the broadest possible reuse of published material.
\n\nCopyright on the individual Works belongs to the specific Author, subject to an agreement with IntechOpen. The Creative Common license is granted to all others to:
\n\nAnd for any purpose, provided the following conditions are met:
\n\nAll Works are published under the CC BY 3.0 and CC BY 4.0 license. However, please note that book Chapters may fall under a different CC license, depending on their publication date as indicated in the table below:
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LICENSE | \n\t\t\tUSED FROM - | \n\t\t\tUP TO - | \n\t\t
\n\t\t\t Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported (CC BY-NC-SA 3.0) \n\t\t\t | \n\t\t\t1 July 2005 (2005-07-01) | \n\t\t\t3 October 2011 (2011-10-03) | \n\t\t
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The CC BY 3.0 and CC BY 4.0 license permits Works to be freely shared in any medium or format, as well as the reuse and adaptation of the original contents of Works (e.g. figures and tables created by the Authors), as long as the source Work is cited and its Authors are acknowledged in the following manner:
\n\nContent reuse:
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\n\nRepublishing – More about Attribution Policy can be found here.
\n\nThe same principles apply to Works published under the CC BY-NC-SA 3.0 license, with the caveats that (1) the content may not be used for commercial purposes, and (2) derivative works building on this content must be distributed under the same license. The restrictions contained in these license terms may, however, be waived by the copyright holder(s). Users wishing to circumvent any of the license terms are required to obtain explicit permission to do so from the copyright holder(s).
\n\nDISCLAIMER: Neither the CC BY 3.0 license, CC BY 4.0, nor any other license IntechOpen currently uses or has used before, applies to figures and tables reproduced from other works, as they may be subject to different terms of reuse. In such cases, if the copyright holder is not noted in the source of a figure or table, it is the responsibility of the User to investigate and determine the exact copyright status of any information utilised. Users requiring assistance in that regard are welcome to send an inquiry to permissions@intechopen.com.
\n\nAll rights to Books and Journals and all other compilations published on the IntechOpen platform and in print are reserved by IntechOpen.
\n\nThe copyright to Books, Journals and other compilations is subject to separate copyright from those that exist in the included Works.
\n\nAll Long Form Monographs/Compacts are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license granted to all others.
\n\nCopyright to the individual Works (Chapters) belongs to their specific Authors, subject to an agreement with IntechOpen and the Creative Common license granted to all others to:
\n\nUnder the following terms:
\n\nThere must be an Attribution, giving appropriate credit, provision of a link to the license, and indication if any changes were made.
\n\nNonCommercial - The use of the material for commercial purposes is prohibited. Commercial rights are reserved to IntechOpen or its licensees.
\n\nNo additional restrictions that apply legal terms or technological measures that restrict others from doing anything the license permits are allowed.
\n\nThe CC BY-NC 4.0 license permits Works to be freely shared in any medium or format, as well as reuse and adaptation of the original contents of Works (e.g. figures and tables created by the Authors), as long as it is not used for commercial purposes. The source Work must be cited and its Authors acknowledged in the following manner:
\n\nContent reuse:
\n\n© {year} {authors' full names}. Originally published in {short citation} under {license version} license. Available from: {DOI}
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\n\n© {year} {authors' full names}. Adapted from {short citation}; originally published under {license version} license. Available from: {DOI}
\n\nReposting & sharing:
\n\nOriginally published in {full citation}. Available from: {DOI}
\n\nAll Book cover design elements, as well as Video image graphics are subject to copyright by IntechOpen.
\n\nEvery reproduction of a front cover image must be accompanied by an appropriate Copyright Notice displayed adjacent to the image. The exact Copyright Notice depends on who the Author of a particular cover image is. Users wishing to reproduce cover images should contact permissions@intechopen.com.
\n\nAll Video Lectures under IntechOpen's production are subject to copyright and are property of IntechOpen, unless defined otherwise, and are licensed under the Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. This grants all others the right to:
\n\nShare — copy and redistribute the material in any medium or format
\n\nUnder the following terms:
\n\nUsers wishing to repost and share the Video Lectures are welcome to do so as long as they acknowledge the source in the following manner:
\n\n© {year} IntechOpen. Published under CC BY-NC-ND 4.0 license. Available from: {DOI}
\n\nUsers wishing to reuse, modify, or adapt the Video Lectures in a way not permitted by the license are welcome to contact us at permissions@intechopen.com to discuss waiving particular license terms.
\n\nAll software used on the IntechOpen platform, any used during the publishing process, and the copyright in the code constituting such software, is the property of IntechOpen or its software suppliers. As such, it may not be downloaded or copied without permission.
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\n\nPolicy last updated: 2016-06-08
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His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. On September, 29th 2006 he has won a post PhD fellowship from the university of Bologna (from October 2006 to October 2008), at the competitive examination he was ranked first in the industrial engineering area. He extensively served as referee for several international journals. He is author/coauthor of more than 100 research papers. He has been involved in some projects supported by MURST and European Community. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. His research interests include the application of agent technology for achieving agile control in the manufacturing environment.",institutionString:null,institution:null},{id:"605",title:"Prof",name:"Dil",middleName:null,surname:"Hussain",slug:"dil-hussain",fullName:"Dil Hussain",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/605/images/system/605.jpg",biography:"Dr. Dil Muhammad Akbar Hussain is a professor of Electronics Engineering & Computer Science at the Department of Energy Technology, Aalborg University Denmark. Professor Akbar has a Master degree in Digital Electronics from Govt. College University, Lahore Pakistan and a P-hD degree in Control Engineering from the School of Engineering and Applied Sciences, University of Sussex United Kingdom. Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. 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H2O2 accumulation and associated oxidative damages together with a decline in antioxidant mechanisms can be regarded as a source of stress that may suppress germination. Seed priming was aimed primarily to control seed hydration by lowering external water potential, or shortening the hydration period.",book:{id:"6096",slug:"advances-in-seed-biology",title:"Seed Biology",fullTitle:"Advances in Seed Biology"},signatures:"Awatif S. Ali and Alaaeldin A. Elozeiri",authors:[{id:"207241",title:"Dr.",name:"Awatif",middleName:null,surname:"Ali",slug:"awatif-ali",fullName:"Awatif Ali"}]},{id:"62738",doi:"10.5772/intechopen.79550",title:"The Role of UV-Visible Spectroscopy for Phenolic Compounds Quantification in Winemaking",slug:"the-role-of-uv-visible-spectroscopy-for-phenolic-compounds-quantification-in-winemaking",totalDownloads:2728,totalCrossrefCites:19,totalDimensionsCites:53,abstract:"Phenolic compounds are bioactive substances present in a large number of food products including wine. The importance of these compounds in wine is due to their large effect on the organoleptic attributes of wine. Phenolic compounds play a crucial role in the colour as well as mouthfeel properties of wines. UV-visible spectroscopy appears as a suitable technique for the evaluation of phenolic compounds’ properties and content. The ability of the phenolic ring to absorb UV light and the fact that some of the phenolic substances are coloured compounds, i.e. show absorption features in the visible region, make UV-visible spectroscopy a suitable technique to investigate and quantify grape and wine phenolic compounds. A number of analytical techniques are currently used for phenolic quantification. These include both simpler approaches (spectrophotometric determinations) as well as more complex methodologies such liquid chromatography analysis. Moreover, a number of spectroscopy applications have also been recently reported and are becoming popular within the wine industry. This chapter reviews information on the UV-visible spectral properties of phenolic compounds, changes occurring during wine ageing and also discusses the current UV-visible based analytical techniques used for the quantification of phenolic compounds in grapes and wine.",book:{id:"6878",slug:"frontiers-and-new-trends-in-the-science-of-fermented-food-and-beverages",title:"Frontiers and New Trends in the Science of Fermented Food and Beverages",fullTitle:"Frontiers and New Trends in the Science of Fermented Food and Beverages"},signatures:"Jose Luis Aleixandre-Tudo and Wessel du Toit",authors:[{id:"250919",title:"Dr.",name:"Jose Luis",middleName:null,surname:"Aleixandre-Tudo",slug:"jose-luis-aleixandre-tudo",fullName:"Jose Luis Aleixandre-Tudo"},{id:"261223",title:"Prof.",name:"Wessel",middleName:null,surname:"Du Toit",slug:"wessel-du-toit",fullName:"Wessel Du Toit"}]},{id:"38354",doi:"10.5772/48453",title:"Oxygen Scavengers: An Approach on Food Preservation",slug:"oxygen-scavengers-an-approach-on-food-preservation",totalDownloads:16150,totalCrossrefCites:8,totalDimensionsCites:46,abstract:null,book:{id:"1128",slug:"structure-and-function-of-food-engineering",title:"Structure and Function of Food Engineering",fullTitle:"Structure and Function of Food Engineering"},signatures:"Renato Souza Cruz, Geany Peruch Camilloto and Ana Clarissa dos Santos Pires",authors:[{id:"144206",title:"Dr.",name:"Renato",middleName:null,surname:"Cruz",slug:"renato-cruz",fullName:"Renato Cruz"},{id:"144215",title:"Dr.",name:"Ana Clarissa",middleName:null,surname:"Pires",slug:"ana-clarissa-pires",fullName:"Ana Clarissa Pires"},{id:"144219",title:"MSc.",name:"Geany",middleName:null,surname:"Camilloto",slug:"geany-camilloto",fullName:"Geany Camilloto"}]}],mostDownloadedChaptersLast30Days:[{id:"38363",title:"Pulsed Electric Fields for Food Processing Technology",slug:"pulsed-electric-fields-for-food-processing-technology",totalDownloads:29444,totalCrossrefCites:15,totalDimensionsCites:72,abstract:null,book:{id:"1128",slug:"structure-and-function-of-food-engineering",title:"Structure and Function of Food Engineering",fullTitle:"Structure and Function of Food Engineering"},signatures:"Maged E.A. Mohamed and Ayman H. Amer Eissa",authors:[{id:"147638",title:"Dr.",name:"Maged",middleName:"E. A.",surname:"Mohammed",slug:"maged-mohammed",fullName:"Maged Mohammed"}]},{id:"66671",title:"Extraction and Purification of Pectin from Agro-Industrial Wastes",slug:"extraction-and-purification-of-pectin-from-agro-industrial-wastes",totalDownloads:2721,totalCrossrefCites:1,totalDimensionsCites:9,abstract:"With the advent of science and technology, agro-industrial wastes are converted into various value-added products to meet the demands of increasing population. In recent years, natural polymers have evoked tremendous interest due to easy conversion into value-added products. Apart from various natural polymers, pectin occupied a prominent place due to diverse pharmaceutical and therapeutic applications. Excess utilisation of pectin, the gap between production and demand is widening. To fulfil this gap various techniques are adopted for obtaining high yield pectin from various agro-industrial wastes. This chapter will be focusing on extraction and purification of pectin from various agro-industrial wastes, considered as main environmental pollutants.",book:{id:"8504",slug:"pectins-extraction-purification-characterization-and-applications",title:"Pectins",fullTitle:"Pectins - Extraction, Purification, Characterization and Applications"},signatures:"Erumalla Venkatanagaraju, N. Bharathi, Rachiraju Hema Sindhuja, Rajshree Roy Chowdhury and Yarram Sreelekha",authors:null},{id:"69396",title:"Soybean Amino Acids in Health, Genetics, and Evaluation",slug:"soybean-amino-acids-in-health-genetics-and-evaluation",totalDownloads:1383,totalCrossrefCites:0,totalDimensionsCites:6,abstract:"Soybean is an important source of protein and amino acids for humans and livestock because of its well-balanced amino acid profile. This chapter outlines the strengths and weaknesses of soybean as a complete amino acid source as well as the relative importance of individual amino acids. Special attention is paid to the sulfur-containing amino acids, methionine and cysteine. Breeding and genetic engineering efforts are summarized to highlight previous accomplishments in amino acid improvement and potential avenues for future research. Agronomic properties and processing methods that affect amino acid levels in soybean food and feed are also explained. A brief introduction into current amino acid evaluation techniques is provided. By understanding the complexities of amino acids in soybean, protein quality for humans and livestock can be maximized.",book:{id:"6972",slug:"soybean-for-human-consumption-and-animal-feed",title:"Soybean for Human Consumption and Animal Feed",fullTitle:"Soybean for Human Consumption and Animal Feed"},signatures:"William Monte Singer, Bo Zhang, M.A. Rouf Mian and Haibo Huang",authors:[{id:"308970",title:"Mr.",name:"William",middleName:null,surname:"Singer",slug:"william-singer",fullName:"William Singer"},{id:"309005",title:"Dr.",name:"Bo",middleName:null,surname:"Zhang",slug:"bo-zhang",fullName:"Bo Zhang"},{id:"310776",title:"Dr.",name:"M.A. Rouf",middleName:null,surname:"Mian",slug:"m.a.-rouf-mian",fullName:"M.A. Rouf Mian"},{id:"310777",title:"Dr.",name:"Haibo",middleName:null,surname:"Huang",slug:"haibo-huang",fullName:"Haibo Huang"}]},{id:"56975",title:"Metabolic Processes During Seed Germination",slug:"metabolic-processes-during-seed-germination",totalDownloads:6166,totalCrossrefCites:29,totalDimensionsCites:63,abstract:"Seed germination is crucial stage in plant development and can be considered as a determinant for plant productivity. Physiological and biochemical changes followed by morphological changes during germination are strongly related to seedling survival rate and vegetative growth which consequently affect yield and quality. This study is aimed to focus on proceeding of the most vital metabolic processes namely reserve mobilization, phytohormonal regulation, glyoxylate cycle and respiration process under either stressful or non-stressful conditions that may be led to suggest and conduct the more successful experimental improvements. Seed imbibition triggered the activation of various metabolic processes such as synthesis of hydrolytic enzymes which resulted in hydrolysis of reserve food into simple available form for embryo uptake. Abiotic stresses potentially affect seed germination and seedling establishment through various factors, such as a reduction in water availability, changes in the mobilization of stored reserves, hormonal balance alteration and affecting the structural organization of proteins. Recent strategies for improving seed quality involved classical genetic, molecular biology and invigoration treatments known as priming treatments. H2O2 accumulation and associated oxidative damages together with a decline in antioxidant mechanisms can be regarded as a source of stress that may suppress germination. Seed priming was aimed primarily to control seed hydration by lowering external water potential, or shortening the hydration period.",book:{id:"6096",slug:"advances-in-seed-biology",title:"Seed Biology",fullTitle:"Advances in Seed Biology"},signatures:"Awatif S. Ali and Alaaeldin A. Elozeiri",authors:[{id:"207241",title:"Dr.",name:"Awatif",middleName:null,surname:"Ali",slug:"awatif-ali",fullName:"Awatif Ali"}]},{id:"51587",title:"Casein Proteins: Structural and Functional Aspects",slug:"casein-proteins-structural-and-functional-aspects",totalDownloads:4815,totalCrossrefCites:17,totalDimensionsCites:40,abstract:"Mammalian milk is a complex fluid mixture of various proteins, minerals, and lipids, which play an important role in providing nutrition and immunity to the newborn. Casein proteins, which form about 80% of the bovine milk proteins, form large colloidal particles with calcium phosphate to form casein micelles, which for many years have been an important subject of interest. Casein micelles are composed of four main types of proteins: αS1‐casein, αS2‐casein, β‐casein, and k‐casein. These constituent casein proteins lack well‐defined secondary and tertiary structure due to large amount of propyl residues. These micelles are being extensively studied because of their importance in functional behavior of milk and various milk products. However, the exact structure and nature of these casein micelles are still under debate. These different casein proteins possess different functional properties due to their primary amino acid sequence.",book:{id:"5060",slug:"milk-proteins-from-structure-to-biological-properties-and-health-aspects",title:"Milk Proteins",fullTitle:"Milk Proteins - From Structure to Biological Properties and Health Aspects"},signatures:"Mohd Younus Bhat, Tanveer Ali Dar and Laishram Rajendrakumar\nSingh",authors:[{id:"178323",title:"Dr.",name:"Laishram R",middleName:null,surname:"Singh",slug:"laishram-r-singh",fullName:"Laishram R Singh"},{id:"183444",title:"Mr.",name:"Md. Younus",middleName:null,surname:"Bhat",slug:"md.-younus-bhat",fullName:"Md. Younus Bhat"}]}],onlineFirstChaptersFilter:{topicId:"36",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81975",title:"Self-Sustained Communities: Food Security in Times of Crisis",slug:"self-sustained-communities-food-security-in-times-of-crisis",totalDownloads:11,totalDimensionsCites:0,doi:"10.5772/intechopen.104425",abstract:"The COVID-19 pandemic has caused an increase in the number of poor people around the world and led to the risk of food insecurity on a global scale. Even in Thailand, a country where food production exceeds domestic demand, the COVID-19 pandemic affects food security. The increased unemployment and the consequent loss of income resulting from the pandemics undermine food accessibility and affordability for many people. This chapter addresses the problem of food insecurity in Thailand during and after the COVID-19 crisis. It provides an analysis of the current status of food insecurity and food system resilience in Thailand and suggests solutions. It also proposes the adoption of a “Food Self-Sustained Community (FSSC)” model, which refers to the concept of building food security in a community. By planning and designing in advance, a community can switch its normal form of production seamlessly to a self-sufficiency model that prepares it for future crises, so that the community can produce enough food for all members without relying on sources outside the community.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Kriengsak Chareonwongsak"},{id:"81297",title:"Legumes Cropping and Nitrogen Fixation under Mediterranean Climate: The Case of Montado/Dehesa System",slug:"legumes-cropping-and-nitrogen-fixation-under-mediterranean-climate-the-case-of-montado-dehesa-system",totalDownloads:24,totalDimensionsCites:0,doi:"10.5772/intechopen.104473",abstract:"Climate change contributes to the environmental pressures that the Montado/Dehesa systems are experiencing, leading to an impoverishment of the floristic composition of the understorey. The strongly acidic soils of these systems are associated with nutrient deficiencies, nutritional disorders and the toxicity of metals, especially Mn and Al; these problems are discussed with emphasis on the antagonism between Fe and Mn and the relationship between K concentration and Mg uptake and concentration. The potential for the use of the legume-rhizobia symbiosis to increase biological nitrogen fixation and avenues for research are discussed. The co-colonization of the roots of legumes with arbuscular mycorrhizal (AM) fungi and the effects on P and Mn uptake are discussed. A better understanding of the relationships between soil pH, organic matter content (SOM), microbial community, soil P content and the plant strategies to mobilize it, as well as plant effects on the soil solution concentrations of Mn, is important for the management of these systems. The increase of biological nitrogen fixation in these systems, through the breeding of tolerant cultivars to acidic soils and a stepwise legumes enrichment, alongside soil fertility management, may contribute to increasing biomass production, SOM content and overall ecological plasticity.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Fernando Teixeira"},{id:"81493",title:"Rust Disease Classification Using Deep Learning Based Algorithm: The Case of Wheat",slug:"rust-disease-classification-using-deep-learning-based-algorithm-the-case-of-wheat",totalDownloads:79,totalDimensionsCites:0,doi:"10.5772/intechopen.104426",abstract:"Rusts are plant diseases caused by obligate fungi parasites. They are usually host-specific and cause greater losses of yields in crops, trees, and ornamental plants. Wheat is a staple food crop bearing losses specifically due to three species of rust fungi namely leaf rust (Puccinia triticina), stem rust (Puccinia graminis), and yellow rust (Puccinia striiformis). These diseases are usually inspected manually by a human being but at a large scale, this process is labor-intensive, time-consuming, and prone to human errors. Therefore, there is a need for an effective and efficient system that helps in the identification and classification of these diseases at early stages. In the present study, a deep learning-based CNN (i.e., VGG16) transfer learning model has been utilized for wheat disease classification on the CGIAR image dataset, containing two classes of wheat rust disease (leaf rust and stem rust), and one class of healthy wheat images. The deep learning models produced the best results by tuning the various hyper-parameters such as batch size, number of epochs, and learning rate. The proposed model has reported the best classification accuracy rate of 99.54% on 80 epochs using an initial learning rate from 0.01 and decayed to 0.0001.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Shivani Sood, Harjeet Singh and Suruchi Jindal"},{id:"81235",title:"Global Food System Transformation for Resilience",slug:"global-food-system-transformation-for-resilience",totalDownloads:65,totalDimensionsCites:1,doi:"10.5772/intechopen.102749",abstract:"Our world is incredibly diverse and beautiful, everything we do has an impact on the environment, and our actions are intertwined. Recognizing how our actions affect the Earth on a global scale means, we need to change the way we do things. We must ensure that the value society derives from our actions comes at a low cost to the environment. A sustainable strategy to establish a resilient food system is to ensure that human demand for the Earth’s resources for food is kept within the supply of these resources. While more than 800 million people worldwide suffer from chronic malnutrition, our food systems emit roughly a third of all greenhouse emissions. Also, over 80% of our biodiversity gets lost. Hence, scaling up food system is simply not an option to feed nine to ten billion people by 2050 as we will need to produce more food in the next four decades than all of history’s farmers have harvested in the last eight thousand years. Therefore, rather than upscaling, the global food systems require transformation. Four critical aspects of this transformation include: “Boosting the small; Transforming the Big; Losing Less; and Eating Smarter.” Examining these four areas more deeply, it becomes evident that, while new technology will be critical to the transformation, government involvement, as well as better financial and behavioral change from residents and consumers, will be required. This chapter focuses on these four pillars that make up the global food system transformation for resilience.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Jasper Okoro Godwin Elechi, Ikechukwu U. Nwiyi and Cornelius Smah Adamu"},{id:"80749",title:"Analysis of the Nexus between Coping Strategies and Resilience to Food Insecurity Shocks: The Case of Rural Households in Boricha Woreda, Sidama National Regional State, Ethiopia",slug:"analysis-of-the-nexus-between-coping-strategies-and-resilience-to-food-insecurity-shocks-the-case-of",totalDownloads:67,totalDimensionsCites:1,doi:"10.5772/intechopen.102613",abstract:"This chapter reports on the coping strategies employed by households in the event of food insecurity shocks and the nexus between the types of coping strategies and resilience to food insecurity in one of the food-stressed woreda from Sidama National Regional State, Ethiopia. The households use various consumption-based coping strategies that run from compromising the quality of food-to-food rationing. Repeatedly occurring food shortage has also forced some households to employ resilience erosive coping mechanisms such as selling reproductive assets. Such coping strategies have an important implication on the household’s capacity to cope with the future food insecurity-related shocks, with a statistically significant relationship between the nature of coping strategies utilized in response to previous food insecurity-related shocks and the household’s resilience to upcoming shocks. Coordinating crises management based on humanitarian intervention with households’ livelihood assets protection and resilience strengthening is the major policy implication of this study.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Adane Atara Debessa, Degefa Tolossa and Berhanu Denu"},{id:"80753",title:"Toward Safe Food Systems: Analyses of Mycotoxin Contaminants in Food and Preventive Strategies Thereof for Their Formation and Toxicity",slug:"toward-safe-food-systems-analyses-of-mycotoxin-contaminants-in-food-and-preventive-strategies-thereo",totalDownloads:64,totalDimensionsCites:0,doi:"10.5772/intechopen.101461",abstract:"Mycotoxin contaminants in food pose a threat to human and animal health. These lead to food wastage and threaten food security that is already a serious problem in Africa. In addition, these affect trading and especially affect incomes of rural farmers. The broad impacts of these contaminants require integrated solutions and strategies. It is thus critical to not only develop strategies for analysis of these toxins but also develop removal and preventive strategies of these contaminants to ensure consumer safety and compliance with regulatory standards. Further within the aim of promoting food safety, there is need for operational policy framework and strategy on the management of these contaminants to promote their mitigation. This chapter discusses integrated strategies for monitoring and control of mycotoxin contamination in food matrices to promote their mitigation and build resilient food systems in Africa and thus reinforce efforts to reach sustainable food security.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Dikabo Mogopodi, Mesha Mbisana, Samuel Raditloko, Inonge Chibua and Banyaladzi Paphane"}],onlineFirstChaptersTotal:10},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:318,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:133,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:107,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:15,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"June 11th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. He obtained both his M.Sc. and Ph.D. from the University of Liverpool, England, in the field of Intelligent Systems. He is a full professor at the Universidad Autonoma de Queretaro, Mexico, and a member of the National System of Researchers (SNI) since 2009. Dr. Aceves Fernandez has published more than 80 research papers as well as a number of book chapters and congress papers. He has contributed in more than 20 funded research projects, both academic and industrial, in the area of artificial intelligence, ranging from environmental, biomedical, automotive, aviation, consumer, and robotics to other applications. He is also a honorary president at the National Association of Embedded Systems (AMESE), a senior member of the IEEE, and a board member of many institutions. 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He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. 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He is also a faculty member in the Molecular Oncology Program. He obtained his MSc and Ph.D. at Oregon State University and Texas Tech University, respectively. He pursued his postdoctoral studies at Rutgers University Medical School and the National Institutes of Health (NIH/NIDDK), USA. His research focuses on biochemistry, biophysics, genetics, molecular biology, and molecular medicine with specialization in the fields of drug design, protein structure-function, protein folding, prions, microRNA, pseudogenes, molecular cancer, epigenetics, metabolites, proteomics, genomics, protein expression, and characterization by spectroscopic and calorimetric methods.",institutionString:"University of Health Sciences",institution:null},{id:"180528",title:"Dr.",name:"Hiroyuki",middleName:null,surname:"Kagechika",slug:"hiroyuki-kagechika",fullName:"Hiroyuki Kagechika",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/180528/images/system/180528.jpg",biography:"Hiroyuki Kagechika received his bachelor’s degree and Ph.D. in Pharmaceutical Sciences from the University of Tokyo, Japan, where he served as an associate professor until 2004. He is currently a professor at the Institute of Biomaterials and Bioengineering (IBB), Tokyo Medical and Dental University (TMDU). From 2010 to 2012, he was the dean of the Graduate School of Biomedical Science. Since 2012, he has served as the vice dean of the Graduate School of Medical and Dental Sciences. He has been the director of the IBB since 2020. Dr. Kagechika’s major research interests are the medicinal chemistry of retinoids, vitamins D/K, and nuclear receptors. He has developed various compounds including a drug for acute promyelocytic leukemia.",institutionString:"Tokyo Medical and Dental University",institution:{name:"Tokyo Medical and Dental University",country:{name:"Japan"}}},{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94311/images/system/94311.jpeg",biography:"Martins Emeje obtained a BPharm with distinction from Ahmadu Bello University, Nigeria, and an MPharm and Ph.D. from the University of Nigeria (UNN), where he received the best Ph.D. award and was enlisted as UNN’s “Face of Research.” He established the first nanomedicine center in Nigeria and was the pioneer head of the intellectual property and technology transfer as well as the technology innovation and support center. 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In 2001, he went to the University of Tennessee Health Science Center (UTHSC) in USA, where he was a post-doctoral researcher and focused on mass spectrometry and cancer proteomics. Then, he was appointed as an Assistant Professor of Neurology, UTHSC in 2005. He moved to the Cleveland Clinic in USA as a Project Scientist/Staff in 2006 where he focused on the studies of eye disease proteomics and biomarkers. He returned to UTHSC as an Assistant Professor of Neurology in the end of 2007, engaging in proteomics and biomarker studies of lung diseases and brain tumors, and initiating the studies of predictive, preventive, and personalized medicine (PPPM) in cancer. In 2010, he was promoted to Associate Professor of Neurology, UTHSC. Currently, he is a Professor at Xiangya Hospital of Central South University in China, Fellow of Royal Society of Medicine (FRSM), the European EPMA National Representative in China, Regular Member of American Association for the Advancement of Science (AAAS), European Cooperation of Science and Technology (e-COST) grant evaluator, Associate Editors of BMC Genomics, BMC Medical Genomics, EPMA Journal, and Frontiers in Endocrinology, Executive Editor-in-Chief of Med One. He has\npublished 116 peer-reviewed research articles, 16 book chapters, 2 books, and 2 US patents. 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Demonstrated record of scientific achievements through consistent publication record (H index = 13, with 874 citations) in high impact journals such as Nature Communications, Oncotarget, Annals of Oncology, PNAS, and AJRCCM, etc. Strong research professional with a post-doctorate from ACTREC where I gained experimental oncology experience in clinical settings and a doctorate from IGIB where I gained expertise in asthma pathophysiology. A well-trained biotechnologist with diverse experience on the bench across different research themes ranging from asthma to cancer and other infectious diseases. An individual with a strong commitment and innovative mindset. Have the ability to work on diverse projects such as regenerative and molecular medicine with an overall mindset of improving healthcare.",institutionString:"DY Patil Deemed to Be University",institution:null},{id:"349288",title:"Prof.",name:"Soumya",middleName:null,surname:"Basu",slug:"soumya-basu",fullName:"Soumya Basu",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035QxIDQA0/Profile_Picture_2022-04-15T07:47:01.jpg",biography:"Soumya Basu, Ph.D., is currently working as an Associate Professor at Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India. With 16+ years of trans-disciplinary research experience in Drug Design, development, and pre-clinical validation; 20+ research article publications in journals of repute, 9+ years of teaching experience, trained with cross-disciplinary education, Dr. Basu is a life-long learner and always thrives for new challenges.\r\nHer research area is the design and synthesis of small molecule partial agonists of PPAR-γ in lung cancer. She is also using artificial intelligence and deep learning methods to understand the exosomal miRNA’s role in cancer metastasis. Dr. Basu is the recipient of many awards including the Early Career Research Award from the Department of Science and Technology, Govt. of India. She is a reviewer of many journals like Molecular Biology Reports, Frontiers in Oncology, RSC Advances, PLOS ONE, Journal of Biomolecular Structure & Dynamics, Journal of Molecular Graphics and Modelling, etc. She has edited and authored/co-authored 21 journal papers, 3 book chapters, and 15 abstracts. She is a Board of Studies member at her university. She is a life member of 'The Cytometry Society”-in India and 'All India Cell Biology Society”- in India.",institutionString:"Dr. D.Y. Patil Vidyapeeth, Pune",institution:{name:"Dr. D.Y. Patil Vidyapeeth, Pune",country:{name:"India"}}},{id:"354817",title:"Dr.",name:"Anubhab",middleName:null,surname:"Mukherjee",slug:"anubhab-mukherjee",fullName:"Anubhab Mukherjee",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y0000365PbRQAU/ProfilePicture%202022-04-15%2005%3A11%3A18.480",biography:"A former member of Laboratory of Nanomedicine, Brigham and Women’s Hospital, Harvard University, Boston, USA, Dr. Anubhab Mukherjee is an ardent votary of science who strives to make an impact in the lives of those afflicted with cancer and other chronic/acute ailments. He completed his Ph.D. from CSIR-Indian Institute of Chemical Technology, Hyderabad, India, having been skilled with RNAi, liposomal drug delivery, preclinical cell and animal studies. He pursued post-doctoral research at College of Pharmacy, Health Science Center, Texas A & M University and was involved in another postdoctoral research at Department of Translational Neurosciences and Neurotherapeutics, John Wayne Cancer Institute, Santa Monica, California. In 2015, he worked in Harvard-MIT Health Sciences & Technology as a visiting scientist. He has substantial experience in nanotechnology-based formulation development and successfully served various Indian organizations to develop pharmaceuticals and nutraceutical products. He is an inventor in many US patents and an author in many peer-reviewed articles, book chapters and books published in various media of international repute. Dr. Mukherjee is currently serving as Principal Scientist, R&D at Esperer Onco Nutrition (EON) Pvt. Ltd. and heads the Hyderabad R&D center of the organization.",institutionString:"Esperer Onco Nutrition Pvt Ltd.",institution:null},{id:"319365",title:"Assistant Prof.",name:"Manash K.",middleName:null,surname:"Paul",slug:"manash-k.-paul",fullName:"Manash K. Paul",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/319365/images/system/319365.png",biography:"Manash K. Paul is a Principal Investigator and Scientist at the University of California Los Angeles. He has contributed significantly to the fields of stem cell biology, regenerative medicine, and lung cancer. His research focuses on various signaling processes involved in maintaining stem cell homeostasis during the injury-repair process, deciphering lung stem cell niche, pulmonary disease modeling, immuno-oncology, and drug discovery. He is currently investigating the role of extracellular vesicles in premalignant lung cell migration and detecting the metastatic phenotype of lung cancer via machine-learning-based analyses of exosomal signatures. Dr. Paul has published in more than fifty peer-reviewed international journals and is highly cited. He is the recipient of many awards, including the UCLA Vice Chancellor’s award, a senior member of the Institute of Electrical and Electronics Engineers (IEEE), and an editorial board member for several international journals.",institutionString:"University of California Los Angeles",institution:{name:"University of California Los Angeles",country:{name:"United States of America"}}},{id:"311457",title:"Dr.",name:"Júlia",middleName:null,surname:"Scherer Santos",slug:"julia-scherer-santos",fullName:"Júlia Scherer Santos",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/311457/images/system/311457.jpg",biography:"Dr. Júlia Scherer Santos works in the areas of cosmetology, nanotechnology, pharmaceutical technology, beauty, and aesthetics. Dr. Santos also has experience as a professor of graduate courses. Graduated in Pharmacy, specialization in Cosmetology and Cosmeceuticals applied to aesthetics, specialization in Aesthetic and Cosmetic Health, and a doctorate in Pharmaceutical Nanotechnology. Teaching experience in Pharmacy and Aesthetics and Cosmetics courses. She works mainly on the following subjects: nanotechnology, cosmetology, pharmaceutical technology, aesthetics.",institutionString:"Universidade Federal de Juiz de Fora",institution:{name:"Universidade Federal de Juiz de Fora",country:{name:"Brazil"}}},{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",biography:"Dr. Kükürt graduated from Uludağ University in Turkey. He started his academic career as a Research Assistant in the Department of Biochemistry at Kafkas University. In 2019, he completed his Ph.D. program in the Department of Biochemistry at the Institute of Health Sciences. He is currently working at the Department of Biochemistry, Kafkas University. He has 27 published research articles in academic journals, 11 book chapters, and 37 papers. He took part in 10 academic projects. He served as a reviewer for many articles. He still serves as a member of the review board in many academic journals. He is currently working on the protective activity of phenolic compounds in disorders associated with oxidative stress and inflammation.",institutionString:null,institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"178366",title:"Dr.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",biography:"Volkan Gelen is a Physiology specialist who received his veterinary degree from Kafkas University in 2011. Between 2011-2015, he worked as an assistant at Atatürk University, Faculty of Veterinary Medicine, Department of Physiology. In 2016, he joined Kafkas University, Faculty of Veterinary Medicine, Department of Physiology as an assistant professor. Dr. Gelen has been engaged in various academic activities at Kafkas University since 2016. There he completed 5 projects and has 3 ongoing projects. He has 60 articles published in scientific journals and 20 poster presentations in scientific congresses. His research interests include physiology, endocrine system, cancer, diabetes, cardiovascular system diseases, and isolated organ bath system studies.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"418963",title:"Dr.",name:"Augustine Ododo",middleName:"Augustine",surname:"Osagie",slug:"augustine-ododo-osagie",fullName:"Augustine Ododo Osagie",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/418963/images/16900_n.jpg",biography:"Born into the family of Osagie, a prince of the Benin Kingdom. I am currently an academic in the Department of Medical Biochemistry, University of Benin. Part of the duties are to teach undergraduate students and conduct academic research.",institutionString:null,institution:{name:"University of Benin",country:{name:"Nigeria"}}},{id:"192992",title:"Prof.",name:"Shagufta",middleName:null,surname:"Perveen",slug:"shagufta-perveen",fullName:"Shagufta Perveen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192992/images/system/192992.png",biography:"Prof. Shagufta Perveen is a Distinguish Professor in the Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia. Dr. Perveen has acted as the principal investigator of major research projects funded by the research unit of King Saud University. She has more than ninety original research papers in peer-reviewed journals of international repute to her credit. She is a fellow member of the Royal Society of Chemistry UK and the American Chemical Society of the United States.",institutionString:"King Saud University",institution:{name:"King Saud University",country:{name:"Saudi Arabia"}}},{id:"49848",title:"Dr.",name:"Wen-Long",middleName:null,surname:"Hu",slug:"wen-long-hu",fullName:"Wen-Long Hu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49848/images/system/49848.jpg",biography:"Wen-Long Hu is Chief of the Division of Acupuncture, Department of Chinese Medicine at Kaohsiung Chang Gung Memorial Hospital, as well as an adjunct associate professor at Fooyin University and Kaohsiung Medical University. Wen-Long is President of Taiwan Traditional Chinese Medicine Medical Association. He has 28 years of experience in clinical practice in laser acupuncture therapy and 34 years in acupuncture. He is an invited speaker for lectures and workshops in laser acupuncture at many symposiums held by medical associations. He owns the patent for herbal preparation and producing, and for the supercritical fluid-treated needle. Dr. Hu has published three books, 12 book chapters, and more than 30 papers in reputed journals, besides serving as an editorial board member of repute.",institutionString:"Kaohsiung Chang Gung Memorial Hospital",institution:{name:"Kaohsiung Chang Gung Memorial Hospital",country:{name:"Taiwan"}}},{id:"298472",title:"Prof.",name:"Andrey V.",middleName:null,surname:"Grechko",slug:"andrey-v.-grechko",fullName:"Andrey V. Grechko",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/298472/images/system/298472.png",biography:"Andrey Vyacheslavovich Grechko, Ph.D., Professor, is a Corresponding Member of the Russian Academy of Sciences. He graduated from the Semashko Moscow Medical Institute (Semashko National Research Institute of Public Health) with a degree in Medicine (1998), the Clinical Department of Dermatovenerology (2000), and received a second higher education in Psychology (2009). Professor A.V. Grechko held the position of Сhief Physician of the Central Clinical Hospital in Moscow. He worked as a professor at the faculty and was engaged in scientific research at the Medical University. Starting in 2013, he has been the initiator of the creation of the Federal Scientific and Clinical Center for Intensive Care and Rehabilitology, Moscow, Russian Federation, where he also serves as Director since 2015. He has many years of experience in research and teaching in various fields of medicine, is an author/co-author of more than 200 scientific publications, 13 patents, 15 medical books/chapters, including Chapter in Book «Metabolomics», IntechOpen, 2020 «Metabolomic Discovery of Microbiota Dysfunction as the Cause of Pathology».",institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"199461",title:"Prof.",name:"Natalia V.",middleName:null,surname:"Beloborodova",slug:"natalia-v.-beloborodova",fullName:"Natalia V. Beloborodova",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/199461/images/system/199461.jpg",biography:'Natalia Vladimirovna Beloborodova was educated at the Pirogov Russian National Research Medical University, with a degree in pediatrics in 1980, a Ph.D. in 1987, and a specialization in Clinical Microbiology from First Moscow State Medical University in 2004. She has been a Professor since 1996. Currently, she is the Head of the Laboratory of Metabolism, a division of the Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russian Federation. N.V. Beloborodova has many years of clinical experience in the field of intensive care and surgery. She studies infectious complications and sepsis. She initiated a series of interdisciplinary clinical and experimental studies based on the concept of integrating human metabolism and its microbiota. Her scientific achievements are widely known: she is the recipient of the Marie E. Coates Award \\"Best lecturer-scientist\\" Gustafsson Fund, Karolinska Institutes, Stockholm, Sweden, and the International Sepsis Forum Award, Pasteur Institute, Paris, France (2014), etc. Professor N.V. Beloborodova wrote 210 papers, five books, 10 chapters and has edited four books.',institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"354260",title:"Ph.D.",name:"Tércio Elyan",middleName:"Azevedo",surname:"Azevedo Martins",slug:"tercio-elyan-azevedo-martins",fullName:"Tércio Elyan Azevedo Martins",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/354260/images/16241_n.jpg",biography:"Graduated in Pharmacy from the Federal University of Ceará with the modality in Industrial Pharmacy, Specialist in Production and Control of Medicines from the University of São Paulo (USP), Master in Pharmaceuticals and Medicines from the University of São Paulo (USP) and Doctor of Science in the program of Pharmaceuticals and Medicines by the University of São Paulo. Professor at Universidade Paulista (UNIP) in the areas of chemistry, cosmetology and trichology. Assistant Coordinator of the Higher Course in Aesthetic and Cosmetic Technology at Universidade Paulista Campus Chácara Santo Antônio. Experience in the Pharmacy area, with emphasis on Pharmacotechnics, Pharmaceutical Technology, Research and Development of Cosmetics, acting mainly on topics such as cosmetology, antioxidant activity, aesthetics, photoprotection, cyclodextrin and thermal analysis.",institutionString:null,institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"334285",title:"Ph.D. Student",name:"Sameer",middleName:"Kumar",surname:"Jagirdar",slug:"sameer-jagirdar",fullName:"Sameer Jagirdar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/334285/images/14691_n.jpg",biography:"I\\'m a graduate student at the center for biosystems science and engineering at the Indian Institute of Science, Bangalore, India. I am interested in studying host-pathogen interactions at the biomaterial interface.",institutionString:null,institution:{name:"Indian Institute of Science Bangalore",country:{name:"India"}}},{id:"329248",title:"Dr.",name:"Md. Faheem",middleName:null,surname:"Haider",slug:"md.-faheem-haider",fullName:"Md. Faheem Haider",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329248/images/system/329248.jpg",biography:"Dr. Md. Faheem Haider completed his BPharm in 2012 at Integral University, Lucknow, India. In 2014, he completed his MPharm with specialization in Pharmaceutics at Babasaheb Bhimrao Ambedkar University, Lucknow, India. He received his Ph.D. degree from Jamia Hamdard University, New Delhi, India, in 2018. He was selected for the GPAT six times and his best All India Rank was 34. Currently, he is an assistant professor at Integral University. Previously he was an assistant professor at IIMT University, Meerut, India. He has experience teaching DPharm, Pharm.D, BPharm, and MPharm students. He has more than five publications in reputed journals to his credit. Dr. Faheem’s research area is the development and characterization of nanoformulation for the delivery of drugs to various organs.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"329795",title:"Dr.",name:"Mohd Aftab",middleName:"Aftab",surname:"Siddiqui",slug:"mohd-aftab-siddiqui",fullName:"Mohd Aftab Siddiqui",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329795/images/system/329795.png",biography:"Dr. Mohd Aftab Siddiqui is an assistant professor in the Faculty of Pharmacy, Integral University, Lucknow, India, where he obtained a Ph.D. in Pharmacology in 2020. He also obtained a BPharm and MPharm from the same university in 2013 and 2015, respectively. His area of research is the pharmacological screening of herbal drugs/natural products in liver cancer and cardiac diseases. He is a member of many professional bodies and has guided many MPharm and PharmD research projects. Dr. Siddiqui has many national and international publications and one German patent to his credit.",institutionString:"Integral University",institution:null},{id:"255360",title:"Dr.",name:"Usama",middleName:null,surname:"Ahmad",slug:"usama-ahmad",fullName:"Usama Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255360/images/system/255360.png",biography:"Dr. Usama Ahmad holds a specialization in Pharmaceutics from Amity University, Lucknow, India. He received his Ph.D. from Integral University, Lucknow, India, with his work titled ‘Development and evaluation of silymarin nanoformulation for hepatic carcinoma’. Currently, he is an Assistant Professor of Pharmaceutics, at the Faculty of Pharmacy, Integral University. He has been teaching PharmD, BPharm, and MPharm students and conducting research in the novel drug delivery domain. From 2013 to 2014 he worked on a research project funded by SERB-DST, Government of India. He has a rich publication record with more than twenty-four original journal articles, two edited books, four book chapters, and several scientific articles to his credit. He is a member of the American Association for Cancer Research, the International Association for the Study of Lung Cancer, and the British Society for Nanomedicine. Dr. Ahmad’s research focus is on the development of nanoformulations to facilitate the delivery of drugs.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"333824",title:"Dr.",name:"Ahmad Farouk",middleName:null,surname:"Musa",slug:"ahmad-farouk-musa",fullName:"Ahmad Farouk Musa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/333824/images/22684_n.jpg",biography:"Dato’ Dr Ahmad Farouk Musa\nMD, MMED (Surgery) (Mal), Fellowship in Cardiothoracic Surgery (Monash Health, Aust), Graduate Certificate in Higher Education (Aust), Academy of Medicine (Mal)\n\n\n\nDato’ Dr Ahmad Farouk Musa obtained his Doctor of Medicine from USM in 1992. He then obtained his Master of Medicine in Surgery from the same university in the year 2000 before subspecialising in Cardiothoracic Surgery at Institut Jantung Negara (IJN), Kuala Lumpur from 2002 until 2005. He then completed his Fellowship in Cardiothoracic Surgery at Monash Health, Melbourne, Australia in 2008. He has served in the Malaysian army as a Medical Officer with the rank of Captain upon completing his Internship before joining USM as a trainee lecturer. He is now serving as an academic and researcher at Monash University Malaysia. He is a life-member of the Malaysian Association of Thoracic & Cardiovascular Surgery (MATCVS) and a committee member of the MATCVS Database. He is also a life-member of the College of Surgeons, Academy of Medicine of Malaysia; a life-member of Malaysian Medical Association (MMA), and a life-member of Islamic Medical Association of Malaysia (IMAM). Recently he was appointed as an Interim Chairperson of Examination & Assessment Subcommittee of the UiTM-IJN Cardiothoracic Surgery Postgraduate Program. As an academic, he has published numerous research papers and book chapters. He has also been appointed to review many scientific manuscripts by established journals such as the British Medical Journal (BMJ). He has presented his research works at numerous local and international conferences such as the European Association for Cardiothoracic Surgery (EACTS) and the European Society of Cardiovascular Surgery (ESCVS), to name a few. He has also won many awards for his research presentations at meetings and conferences like the prestigious International Invention, Innovation & Technology Exhibition (ITEX); Design, Research and Innovation Exhibition, the National Conference on Medical Sciences and the Annual Scientific Meetings of the Malaysian Association for Thoracic and Cardiovascular Surgery. He was awarded the Darjah Setia Pangkuan Negeri (DSPN) by the Governor of Penang in July, 2015.",institutionString:null,institution:{name:"Monash University Malaysia",country:{name:"Malaysia"}}},{id:"30568",title:"Prof.",name:"Madhu",middleName:null,surname:"Khullar",slug:"madhu-khullar",fullName:"Madhu Khullar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/30568/images/system/30568.jpg",biography:"Dr. Madhu Khullar is a Professor of Experimental Medicine and Biotechnology at the Post Graduate Institute of Medical Education and Research, Chandigarh, India. She completed her Post Doctorate in hypertension research at the Henry Ford Hospital, Detroit, USA in 1985. She is an editor and reviewer of several international journals, and a fellow and member of several cardiovascular research societies. Dr. Khullar has a keen research interest in genetics of hypertension, and is currently studying pharmacogenetics of hypertension.",institutionString:"Post Graduate Institute of Medical Education and Research",institution:{name:"Post Graduate Institute of Medical Education and Research",country:{name:"India"}}},{id:"223233",title:"Prof.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/223233/images/system/223233.png",biography:"Xianquan Zhan received his MD and Ph.D. in Preventive Medicine at West China University of Medical Sciences. He received his post-doctoral training in oncology and cancer proteomics at the Central South University, China, and the University of Tennessee Health Science Center (UTHSC), USA. He worked at UTHSC and the Cleveland Clinic in 2001–2012 and achieved the rank of associate professor at UTHSC. Currently, he is a full professor at Central South University and Shandong First Medical University, and an advisor to MS/PhD students and postdoctoral fellows. He is also a fellow of the Royal Society of Medicine and European Association for Predictive Preventive Personalized Medicine (EPMA), a national representative of EPMA, and a member of the American Society of Clinical Oncology (ASCO) and the American Association for the Advancement of Sciences (AAAS). He is also the editor in chief of International Journal of Chronic Diseases & Therapy, an associate editor of EPMA Journal, Frontiers in Endocrinology, and BMC Medical Genomics, and a guest editor of Mass Spectrometry Reviews, Frontiers in Endocrinology, EPMA Journal, and Oxidative Medicine and Cellular Longevity. He has published more than 148 articles, 28 book chapters, 6 books, and 2 US patents in the field of clinical proteomics and biomarkers.",institutionString:"Shandong First Medical University",institution:{name:"Affiliated Hospital of Shandong Academy of Medical Sciences",country:{name:"China"}}}]}},subseries:{item:{id:"6",type:"subseries",title:"Viral Infectious Diseases",keywords:"Novel Viruses, Virus Transmission, Virus Evolution, Molecular Virology, Control and Prevention, Virus-host Interaction",scope:"The Viral Infectious Diseases Book Series aims to provide a comprehensive overview of recent research trends and discoveries in various viral infectious diseases emerging around the globe. The emergence of any viral disease is hard to anticipate, which often contributes to death. A viral disease can be defined as an infectious disease that has recently appeared within a population or exists in nature with the rapid expansion of incident or geographic range. This series will focus on various crucial factors related to emerging viral infectious diseases, including epidemiology, pathogenesis, host immune response, clinical manifestations, diagnosis, treatment, and clinical recommendations for managing viral infectious diseases, highlighting the recent issues with future directions for effective therapeutic strategies.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/6.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11402,editor:{id:"158026",title:"Prof.",name:"Shailendra K.",middleName:null,surname:"Saxena",slug:"shailendra-k.-saxena",fullName:"Shailendra K. Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",biography:"Professor Dr. Shailendra K. Saxena is a vice dean and professor at King George's Medical University, Lucknow, India. His research interests involve understanding the molecular mechanisms of host defense during human viral infections and developing new predictive, preventive, and therapeutic strategies for them using Japanese encephalitis virus (JEV), HIV, and emerging viruses as a model via stem cell and cell culture technologies. His research work has been published in various high-impact factor journals (Science, PNAS, Nature Medicine) with a high number of citations. He has received many awards and honors in India and abroad including various Young Scientist Awards, BBSRC India Partnering Award, and Dr. JC Bose National Award of Department of Biotechnology, Min. of Science and Technology, Govt. of India. 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Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. 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